Pandas Profiling Report

Dataset statistics

Number of variables	74
Number of observations	1439
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	3.8 MiB
Average record size in memory	2.7 KiB

Variable types

Numeric	25
Categorical	48
Boolean	1

Alerts

`PoolArea` has constant value "0.0"	Constant
`1stFlrSF` is highly overall correlated with `SalePrice` and 1 other fields	High correlation
`2ndFlrSF` is highly overall correlated with `BedroomAbvGr` and 2 other fields	High correlation
`BedroomAbvGr` is highly overall correlated with `2ndFlrSF` and 2 other fields	High correlation
`BldgType` is highly overall correlated with `MSSubClass`	High correlation
`BsmtCond` is highly overall correlated with `BsmtFinType1` and 1 other fields	High correlation
`BsmtExposure` is highly overall correlated with `BsmtFinType1` and 1 other fields	High correlation
`BsmtFinSF1` is highly overall correlated with `BsmtFullBath` and 1 other fields	High correlation
`BsmtFinType1` is highly overall correlated with `BsmtCond` and 2 other fields	High correlation
`BsmtFinType2` is highly overall correlated with `BsmtQual`	High correlation
`BsmtFullBath` is highly overall correlated with `BsmtFinSF1`	High correlation
`BsmtQual` is highly overall correlated with `BsmtCond` and 5 other fields	High correlation
`BsmtUnfSF` is highly overall correlated with `BsmtFinSF1`	High correlation
`ExterQual` is highly overall correlated with `KitchenQual` and 1 other fields	High correlation
`Exterior1st` is highly overall correlated with `Exterior2nd`	High correlation
`Exterior2nd` is highly overall correlated with `Exterior1st`	High correlation
`FireplaceQu` is highly overall correlated with `Fireplaces`	High correlation
`Fireplaces` is highly overall correlated with `FireplaceQu`	High correlation
`Foundation` is highly overall correlated with `BsmtQual` and 1 other fields	High correlation
`GarageArea` is highly overall correlated with `GarageCars` and 4 other fields	High correlation
`GarageCars` is highly overall correlated with `GarageArea` and 4 other fields	High correlation
`GarageCond` is highly overall correlated with `GarageCars` and 2 other fields	High correlation
`GarageFinish` is highly overall correlated with `GarageArea` and 4 other fields	High correlation
`GarageQual` is highly overall correlated with `GarageCars` and 2 other fields	High correlation
`GarageType` is highly overall correlated with `GarageCars` and 1 other fields	High correlation
`GarageYrBlt_Age` is highly overall correlated with `GarageArea` and 3 other fields	High correlation
`GrLivArea` is highly overall correlated with `2ndFlrSF` and 3 other fields	High correlation
`HalfBath` is highly overall correlated with `MSSubClass`	High correlation
`HouseStyle` is highly overall correlated with `MSSubClass`	High correlation
`KitchenQual` is highly overall correlated with `ExterQual` and 1 other fields	High correlation
`LotArea` is highly overall correlated with `LotFrontage`	High correlation
`LotFrontage` is highly overall correlated with `LotArea`	High correlation
`MSSubClass` is highly overall correlated with `BldgType` and 2 other fields	High correlation
`MSZoning` is highly overall correlated with `Neighborhood`	High correlation
`Neighborhood` is highly overall correlated with `MSZoning`	High correlation
`OverallQual` is highly overall correlated with `ExterQual` and 1 other fields	High correlation
`SalePrice` is highly overall correlated with `1stFlrSF` and 7 other fields	High correlation
`TotRmsAbvGrd` is highly overall correlated with `2ndFlrSF` and 3 other fields	High correlation
`TotalBsmtSF` is highly overall correlated with `1stFlrSF` and 2 other fields	High correlation
`YearBuilt_Age` is highly overall correlated with `Foundation` and 4 other fields	High correlation
`YearRemodAdd_Age` is highly overall correlated with `GarageYrBlt_Age` and 2 other fields	High correlation
`BsmtHalfBath` is highly imbalanced (79.9%)	Imbalance
`KitchenAbvGr` is highly imbalanced (85.9%)	Imbalance
`MSZoning` is highly imbalanced (56.6%)	Imbalance
`LandContour` is highly imbalanced (69.0%)	Imbalance
`LandSlope` is highly imbalanced (80.0%)	Imbalance
`Condition1` is highly imbalanced (72.0%)	Imbalance
`Condition2` is highly imbalanced (96.4%)	Imbalance
`BldgType` is highly imbalanced (59.6%)	Imbalance
`RoofStyle` is highly imbalanced (65.8%)	Imbalance
`RoofMatl` is highly imbalanced (94.6%)	Imbalance
`ExterCond` is highly imbalanced (73.1%)	Imbalance
`BsmtCond` is highly imbalanced (72.5%)	Imbalance
`BsmtFinType2` is highly imbalanced (67.6%)	Imbalance
`Heating` is highly imbalanced (92.7%)	Imbalance
`CentralAir` is highly imbalanced (65.2%)	Imbalance
`Electrical` is highly imbalanced (79.9%)	Imbalance
`Functional` is highly imbalanced (82.0%)	Imbalance
`GarageQual` is highly imbalanced (75.6%)	Imbalance
`GarageCond` is highly imbalanced (77.7%)	Imbalance
`PavedDrive` is highly imbalanced (70.0%)	Imbalance
`SaleType` is highly imbalanced (75.1%)	Imbalance
`SaleCondition` is highly imbalanced (62.8%)	Imbalance
`MasVnrArea` has 848 (58.9%) zeros	Zeros
`BsmtFinSF1` has 463 (32.2%) zeros	Zeros
`BsmtFinSF2` has 1279 (88.9%) zeros	Zeros
`BsmtUnfSF` has 115 (8.0%) zeros	Zeros
`TotalBsmtSF` has 36 (2.5%) zeros	Zeros
`2ndFlrSF` has 819 (56.9%) zeros	Zeros
`LowQualFinSF` has 1414 (98.3%) zeros	Zeros
`GarageArea` has 79 (5.5%) zeros	Zeros
`WoodDeckSF` has 751 (52.2%) zeros	Zeros
`OpenPorchSF` has 646 (44.9%) zeros	Zeros
`EnclosedPorch` has 1233 (85.7%) zeros	Zeros
`3SsnPorch` has 1416 (98.4%) zeros	Zeros
`ScreenPorch` has 1325 (92.1%) zeros	Zeros
`MiscVal` has 1397 (97.1%) zeros	Zeros

Reproduction

Analysis started	2024-09-29 10:42:39.634924
Analysis finished	2024-09-29 10:46:15.082622
Duration	3 minutes and 35.45 seconds
Software version	ydata-profiling vv4.10.0
Download configuration	config.json

LotFrontage
Real number (ℝ)

HIGH CORRELATION

Distinct	108
Distinct (%)	7.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	69.498672

Minimum	21
Maximum	182
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	21
5-th percentile	35
Q1	60
median	70.049958
Q3	79
95-th percentile	103
Maximum	182
Range	161
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	19.780523
Coefficient of variation (CV)	0.28461728
Kurtosis	3.0129017
Mean	69.498672
Median Absolute Deviation (MAD)	10.049958
Skewness	0.62861717
Sum	100008.59
Variance	391.2691
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
70.04995837	252	17.5%
60	141	9.8%
70	69	4.8%
80	68	4.7%
50	57	4.0%
75	52	3.6%
65	44	3.1%
85	40	2.8%
78	24	1.7%
21	23	1.6%
Other values (98)	669	46.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	23	1.6%
24	19	1.3%
30	6	0.4%
32	5	0.3%
33	1	0.1%
34	10	0.7%
35	9	0.6%
36	6	0.4%
37	5	0.3%
38	1	0.1%

Value	Count	Frequency (%)
182	1	0.1%
174	1	0.1%
168	1	0.1%
153	1	0.1%
152	1	0.1%
149	1	0.1%
144	1	0.1%
141	1	0.1%
140	1	0.1%
138	1	0.1%

LotArea
Real number (ℝ)

HIGH CORRELATION

Distinct	1055
Distinct (%)	73.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10012.879

Minimum	1300
Maximum	70761
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	1300
5-th percentile	3230
Q1	7500
median	9430
Q3	11500
95-th percentile	16740.3
Maximum	70761
Range	69461
Interquartile range (IQR)	4000

Descriptive statistics

Standard deviation	5447.9458
Coefficient of variation (CV)	0.54409384
Kurtosis	29.290596
Mean	10012.879
Median Absolute Deviation (MAD)	1992
Skewness	3.9923722
Sum	14408533
Variance	29680114
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7200	25	1.7%
9600	24	1.7%
6000	17	1.2%
9000	14	1.0%
8400	14	1.0%
10800	13	0.9%
1680	10	0.7%
7500	9	0.6%
6240	8	0.6%
6120	8	0.6%
Other values (1045)	1297	90.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1300	1	0.1%
1477	1	0.1%
1491	1	0.1%
1526	1	0.1%
1533	2	0.1%
1596	1	0.1%
1680	10	0.7%
1869	1	0.1%
1890	2	0.1%
1920	1	0.1%

Value	Count	Frequency (%)
70761	1	0.1%
57200	1	0.1%
53504	1	0.1%
53227	1	0.1%
53107	1	0.1%
50271	1	0.1%
46589	1	0.1%
45600	1	0.1%
40094	1	0.1%
39104	1	0.1%

MasVnrArea
Real number (ℝ)

ZEROS

Distinct	326
Distinct (%)	22.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	103.49443

Minimum	0
Maximum	1600
Zeros	848
Zeros (%)	58.9%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	164.5
95-th percentile	451.1
Maximum	1600
Range	1600
Interquartile range (IQR)	164.5

Descriptive statistics

Standard deviation	180.00937
Coefficient of variation (CV)	1.7393146
Kurtosis	10.343716
Mean	103.49443
Median Absolute Deviation (MAD)	0
Skewness	2.6922506
Sum	148928.48
Variance	32403.373
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	848	58.9%
72	8	0.6%
103.6852617	8	0.6%
180	8	0.6%
108	8	0.6%
120	7	0.5%
16	7	0.5%
200	6	0.4%
80	6	0.4%
106	6	0.4%
Other values (316)	527	36.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	848	58.9%
1	1	0.1%
11	1	0.1%
14	1	0.1%
16	7	0.5%
18	2	0.1%
22	1	0.1%
24	1	0.1%
27	1	0.1%
28	1	0.1%

Value	Count	Frequency (%)
1600	1	0.1%
1378	1	0.1%
1170	1	0.1%
1129	1	0.1%
1115	1	0.1%
1047	1	0.1%
1031	1	0.1%
975	1	0.1%
922	1	0.1%
921	1	0.1%

BsmtFinSF1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	631
Distinct (%)	43.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	436.17651

Minimum	0
Maximum	2260
Zeros	463
Zeros (%)	32.2%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	378
Q3	706
95-th percentile	1261.9
Maximum	2260
Range	2260
Interquartile range (IQR)	706

Descriptive statistics

Standard deviation	432.44249
Coefficient of variation (CV)	0.99143919
Kurtosis	-0.022335285
Mean	436.17651
Median Absolute Deviation (MAD)	378
Skewness	0.78587286
Sum	627658
Variance	187006.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	463	32.2%
24	12	0.8%
16	9	0.6%
936	5	0.3%
662	5	0.3%
686	5	0.3%
616	5	0.3%
20	5	0.3%
400	4	0.3%
442	4	0.3%
Other values (621)	922	64.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	463	32.2%
2	1	0.1%
16	9	0.6%
20	5	0.3%
24	12	0.8%
25	1	0.1%
27	1	0.1%
28	3	0.2%
33	1	0.1%
35	1	0.1%

Value	Count	Frequency (%)
2260	1	0.1%
2188	1	0.1%
1904	1	0.1%
1880	1	0.1%
1810	1	0.1%
1767	1	0.1%
1721	1	0.1%
1696	1	0.1%
1646	1	0.1%
1636	1	0.1%

BsmtFinSF2
Real number (ℝ)

ZEROS

Distinct	140
Distinct (%)	9.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45.569145

Minimum	0
Maximum	1474
Zeros	1279
Zeros (%)	88.9%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	391.5
Maximum	1474
Range	1474
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	160.35739
Coefficient of variation (CV)	3.5189905
Kurtosis	20.699971
Mean	45.569145
Median Absolute Deviation (MAD)	0
Skewness	4.3155232
Sum	65574
Variance	25714.492
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1279	88.9%
180	4	0.3%
374	3	0.2%
290	2	0.1%
64	2	0.1%
117	2	0.1%
468	2	0.1%
182	2	0.1%
480	2	0.1%
551	2	0.1%
Other values (130)	139	9.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1279	88.9%
28	1	0.1%
32	1	0.1%
35	1	0.1%
40	1	0.1%
41	2	0.1%
64	2	0.1%
68	1	0.1%
80	1	0.1%
81	1	0.1%

Value	Count	Frequency (%)
1474	1	0.1%
1127	1	0.1%
1120	1	0.1%
1085	1	0.1%
1080	1	0.1%
1063	1	0.1%
1061	1	0.1%
1057	1	0.1%
1031	1	0.1%
1029	1	0.1%

BsmtUnfSF
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	777
Distinct (%)	54.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	569.74357

Minimum	0
Maximum	2336
Zeros	115
Zeros (%)	8.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	226
median	482
Q3	811
95-th percentile	1468.2
Maximum	2336
Range	2336
Interquartile range (IQR)	585

Descriptive statistics

Standard deviation	442.53922
Coefficient of variation (CV)	0.77673403
Kurtosis	0.46349659
Mean	569.74357
Median Absolute Deviation (MAD)	290
Skewness	0.91607135
Sum	819861
Variance	195840.96
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	115	8.0%
728	9	0.6%
384	8	0.6%
600	7	0.5%
572	7	0.5%
280	6	0.4%
625	6	0.4%
440	6	0.4%
270	6	0.4%
300	6	0.4%
Other values (767)	1263	87.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	115	8.0%
14	1	0.1%
15	1	0.1%
23	2	0.1%
26	1	0.1%
29	1	0.1%
30	1	0.1%
32	2	0.1%
35	1	0.1%
36	4	0.3%

Value	Count	Frequency (%)
2336	1	0.1%
2153	1	0.1%
2121	1	0.1%
2046	1	0.1%
2042	1	0.1%
2002	1	0.1%
1969	1	0.1%
1935	1	0.1%
1926	1	0.1%
1907	1	0.1%

TotalBsmtSF
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	713
Distinct (%)	49.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1051.4892

Minimum	0
Maximum	3206
Zeros	36
Zeros (%)	2.5%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	0
5-th percentile	518.6
Q1	795
median	990
Q3	1287
95-th percentile	1746.6
Maximum	3206
Range	3206
Interquartile range (IQR)	492

Descriptive statistics

Standard deviation	416.30001
Coefficient of variation (CV)	0.39591467
Kurtosis	2.0724288
Mean	1051.4892
Median Absolute Deviation (MAD)	231
Skewness	0.57988084
Sum	1513093
Variance	173305.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	36	2.5%
864	35	2.4%
672	16	1.1%
912	15	1.0%
1040	13	0.9%
816	13	0.9%
768	12	0.8%
728	12	0.8%
894	11	0.8%
848	11	0.8%
Other values (703)	1265	87.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	36	2.5%
105	1	0.1%
190	1	0.1%
264	3	0.2%
270	1	0.1%
290	1	0.1%
319	1	0.1%
360	1	0.1%
372	1	0.1%
384	7	0.5%

Value	Count	Frequency (%)
3206	1	0.1%
3200	1	0.1%
3138	1	0.1%
3094	1	0.1%
2633	1	0.1%
2524	1	0.1%
2444	1	0.1%
2392	1	0.1%
2330	1	0.1%
2223	1	0.1%

1stFlrSF
Real number (ℝ)

HIGH CORRELATION

Distinct	744
Distinct (%)	51.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1156.6567

Minimum	334
Maximum	3228
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	334
5-th percentile	675.7
Q1	881
median	1080
Q3	1383
95-th percentile	1812.5
Maximum	3228
Range	2894
Interquartile range (IQR)	502

Descriptive statistics

Standard deviation	373.05624
Coefficient of variation (CV)	0.32252978
Kurtosis	1.5399348
Mean	1156.6567
Median Absolute Deviation (MAD)	232
Skewness	0.96784995
Sum	1664429
Variance	139170.96
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
864	25	1.7%
1040	16	1.1%
912	14	1.0%
848	12	0.8%
894	12	0.8%
672	10	0.7%
630	9	0.6%
816	9	0.6%
483	7	0.5%
936	7	0.5%
Other values (734)	1318	91.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
334	1	0.1%
438	1	0.1%
480	1	0.1%
483	7	0.5%
495	1	0.1%
520	5	0.3%
525	1	0.1%
526	1	0.1%
536	1	0.1%
546	3	0.2%

Value	Count	Frequency (%)
3228	1	0.1%
3138	1	0.1%
2898	1	0.1%
2633	1	0.1%
2524	1	0.1%
2515	1	0.1%
2444	1	0.1%
2402	1	0.1%
2392	1	0.1%
2364	1	0.1%

2ndFlrSF
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	408
Distinct (%)	28.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	344.66018

Minimum	0
Maximum	1872
Zeros	819
Zeros (%)	56.9%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	728
95-th percentile	1129.5
Maximum	1872
Range	1872
Interquartile range (IQR)	728

Descriptive statistics

Standard deviation	432.92413
Coefficient of variation (CV)	1.2560898
Kurtosis	-0.66305694
Mean	344.66018
Median Absolute Deviation (MAD)	0
Skewness	0.78940843
Sum	495966
Variance	187423.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	819	56.9%
728	10	0.7%
504	9	0.6%
672	8	0.6%
546	8	0.6%
600	7	0.5%
720	6	0.4%
896	6	0.4%
862	5	0.3%
840	5	0.3%
Other values (398)	556	38.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	819	56.9%
110	1	0.1%
192	1	0.1%
208	1	0.1%
213	1	0.1%
220	1	0.1%
224	1	0.1%
240	2	0.1%
252	1	0.1%
272	1	0.1%

Value	Count	Frequency (%)
1872	1	0.1%
1818	1	0.1%
1796	1	0.1%
1611	1	0.1%
1589	1	0.1%
1540	1	0.1%
1538	1	0.1%
1523	1	0.1%
1519	1	0.1%
1518	1	0.1%

LowQualFinSF
Real number (ℝ)

ZEROS

Distinct	23
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.657401

Minimum	0
Maximum	572
Zeros	1414
Zeros (%)	98.3%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	572
Range	572
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	47.90118
Coefficient of variation (CV)	8.4669939
Kurtosis	87.089855
Mean	5.657401
Median Absolute Deviation (MAD)	0
Skewness	9.2096906
Sum	8141
Variance	2294.523
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	1414	98.3%
80	3	0.2%
360	2	0.1%
515	1	0.1%
205	1	0.1%
479	1	0.1%
397	1	0.1%
514	1	0.1%
120	1	0.1%
481	1	0.1%
Other values (13)	13	0.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1414	98.3%
53	1	0.1%
80	3	0.2%
120	1	0.1%
144	1	0.1%
156	1	0.1%
205	1	0.1%
232	1	0.1%
234	1	0.1%
360	2	0.1%

Value	Count	Frequency (%)
572	1	0.1%
528	1	0.1%
515	1	0.1%
514	1	0.1%
513	1	0.1%
481	1	0.1%
479	1	0.1%
473	1	0.1%
420	1	0.1%
397	1	0.1%

GrLivArea
Real number (ℝ)

HIGH CORRELATION

Distinct	850
Distinct (%)	59.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1506.9743

Minimum	334
Maximum	4676
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	334
5-th percentile	848
Q1	1128
median	1458
Q3	1769.5
95-th percentile	2450.2
Maximum	4676
Range	4342
Interquartile range (IQR)	641.5

Descriptive statistics

Standard deviation	505.96691
Coefficient of variation (CV)	0.33575019
Kurtosis	2.3546521
Mean	1506.9743
Median Absolute Deviation (MAD)	322
Skewness	1.0412736
Sum	2168536
Variance	256002.51
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
864	22	1.5%
1040	14	1.0%
894	11	0.8%
848	10	0.7%
1456	10	0.7%
912	9	0.6%
1200	8	0.6%
816	8	0.6%
1092	7	0.5%
1728	7	0.5%
Other values (840)	1333	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
334	1	0.1%
438	1	0.1%
480	1	0.1%
520	1	0.1%
605	1	0.1%
616	1	0.1%
630	6	0.4%
672	2	0.1%
691	1	0.1%
693	1	0.1%

Value	Count	Frequency (%)
4676	1	0.1%
4316	1	0.1%
3627	1	0.1%
3608	1	0.1%
3493	1	0.1%
3447	1	0.1%
3395	1	0.1%
3279	1	0.1%
3238	1	0.1%
3228	1	0.1%

BsmtFullBath
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	95.6 KiB

0.0	848
1.0	579
2.0	12

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	4317
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	848	58.9%
1.0	579	40.2%
2.0	12	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	848	58.9%
1.0	579	40.2%
2.0	12	0.8%

Most occurring characters

Value	Count	Frequency (%)
0	2287	53.0%
.	1439	33.3%
1	579	13.4%
2	12	0.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2287	53.0%
.	1439	33.3%
1	579	13.4%
2	12	0.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2287	53.0%
.	1439	33.3%
1	579	13.4%
2	12	0.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2287	53.0%
.	1439	33.3%
1	579	13.4%
2	12	0.3%

BsmtHalfBath
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	95.6 KiB

0.0	1359
1.0	78
2.0	2

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	4317
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1359	94.4%
1.0	78	5.4%
2.0	2	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	1359	94.4%
1.0	78	5.4%
2.0	2	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	2798	64.8%
.	1439	33.3%
1	78	1.8%
2	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2798	64.8%
.	1439	33.3%
1	78	1.8%
2	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2798	64.8%
.	1439	33.3%
1	78	1.8%
2	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2798	64.8%
.	1439	33.3%
1	78	1.8%
2	2	< 0.1%

FullBath
Categorical

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	95.6 KiB

2.0	755
1.0	645
3.0	30
0.0	9

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	4317
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	2.0
3rd row	2.0
4th row	1.0
5th row	2.0

Common Values

Value	Count	Frequency (%)
2.0	755	52.5%
1.0	645	44.8%
3.0	30	2.1%
0.0	9	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2.0	755	52.5%
1.0	645	44.8%
3.0	30	2.1%
0.0	9	0.6%

Most occurring characters

Value	Count	Frequency (%)
0	1448	33.5%
.	1439	33.3%
2	755	17.5%
1	645	14.9%
3	30	0.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1448	33.5%
.	1439	33.3%
2	755	17.5%
1	645	14.9%
3	30	0.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1448	33.5%
.	1439	33.3%
2	755	17.5%
1	645	14.9%
3	30	0.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1448	33.5%
.	1439	33.3%
2	755	17.5%
1	645	14.9%
3	30	0.7%

HalfBath
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	95.6 KiB

0.0	897
1.0	531
2.0	11

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	4317
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	1.0
4th row	0.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	897	62.3%
1.0	531	36.9%
2.0	11	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	897	62.3%
1.0	531	36.9%
2.0	11	0.8%

Most occurring characters

Value	Count	Frequency (%)
0	2336	54.1%
.	1439	33.3%
1	531	12.3%
2	11	0.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2336	54.1%
.	1439	33.3%
1	531	12.3%
2	11	0.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2336	54.1%
.	1439	33.3%
1	531	12.3%
2	11	0.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2336	54.1%
.	1439	33.3%
1	531	12.3%
2	11	0.3%

BedroomAbvGr
Real number (ℝ)

HIGH CORRELATION

Distinct	8
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.8603197

Minimum	0
Maximum	8
Zeros	6
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	2
median	3
Q3	3
95-th percentile	4
Maximum	8
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.81490132
Coefficient of variation (CV)	0.28489869
Kurtosis	2.2828253
Mean	2.8603197
Median Absolute Deviation (MAD)	0
Skewness	0.2150003
Sum	4116
Variance	0.66406415
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
3	794	55.2%
2	355	24.7%
4	206	14.3%
1	50	3.5%
5	20	1.4%
6	7	0.5%
0	6	0.4%
8	1	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	0.4%
1	50	3.5%
2	355	24.7%
3	794	55.2%
4	206	14.3%
5	20	1.4%
6	7	0.5%
8	1	0.1%

Value	Count	Frequency (%)
8	1	0.1%
6	7	0.5%
5	20	1.4%
4	206	14.3%
3	794	55.2%
2	355	24.7%
1	50	3.5%
0	6	0.4%

KitchenAbvGr
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	95.6 KiB

1.0	1373
2.0	63
3.0	2
0.0	1

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	4317
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	1373	95.4%
2.0	63	4.4%
3.0	2	0.1%
0.0	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	1373	95.4%
2.0	63	4.4%
3.0	2	0.1%
0.0	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	1440	33.4%
.	1439	33.3%
1	1373	31.8%
2	63	1.5%
3	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1440	33.4%
.	1439	33.3%
1	1373	31.8%
2	63	1.5%
3	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1440	33.4%
.	1439	33.3%
1	1373	31.8%
2	63	1.5%
3	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1440	33.4%
.	1439	33.3%
1	1373	31.8%
2	63	1.5%
3	2	< 0.1%

TotRmsAbvGrd
Real number (ℝ)

HIGH CORRELATION

Distinct	12
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.5031272

Minimum	2
Maximum	14
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	2
5-th percentile	4
Q1	5
median	6
Q3	7
95-th percentile	10
Maximum	14
Range	12
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.6083354
Coefficient of variation (CV)	0.24731722
Kurtosis	0.82027871
Mean	6.5031272
Median Absolute Deviation (MAD)	1
Skewness	0.64212524
Sum	9358
Variance	2.5867426
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
6	398	27.7%
7	326	22.7%
5	270	18.8%
8	184	12.8%
4	97	6.7%
9	73	5.1%
10	46	3.2%
11	18	1.3%
3	17	1.2%
12	8	0.6%
Other values (2)	2	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	0.1%
3	17	1.2%
4	97	6.7%
5	270	18.8%
6	398	27.7%
7	326	22.7%
8	184	12.8%
9	73	5.1%
10	46	3.2%
11	18	1.3%

Value	Count	Frequency (%)
14	1	0.1%
12	8	0.6%
11	18	1.3%
10	46	3.2%
9	73	5.1%
8	184	12.8%
7	326	22.7%
6	398	27.7%
5	270	18.8%
4	97	6.7%

Fireplaces
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	95.6 KiB

0.0	686
1.0	642
2.0	107
3.0	4

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	4317
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	686	47.7%
1.0	642	44.6%
2.0	107	7.4%
3.0	4	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	686	47.7%
1.0	642	44.6%
2.0	107	7.4%
3.0	4	0.3%

Most occurring characters

Value	Count	Frequency (%)
0	2125	49.2%
.	1439	33.3%
1	642	14.9%
2	107	2.5%
3	4	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2125	49.2%
.	1439	33.3%
1	642	14.9%
2	107	2.5%
3	4	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2125	49.2%
.	1439	33.3%
1	642	14.9%
2	107	2.5%
3	4	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2125	49.2%
.	1439	33.3%
1	642	14.9%
2	107	2.5%
3	4	0.1%

GarageCars
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	95.6 KiB

2.0	810
1.0	365
3.0	180
0.0	79
4.0	5

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	4317
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	2.0
3rd row	2.0
4th row	3.0
5th row	3.0

Common Values

Value	Count	Frequency (%)
2.0	810	56.3%
1.0	365	25.4%
3.0	180	12.5%
0.0	79	5.5%
4.0	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2.0	810	56.3%
1.0	365	25.4%
3.0	180	12.5%
0.0	79	5.5%
4.0	5	0.3%

Most occurring characters

Value	Count	Frequency (%)
0	1518	35.2%
.	1439	33.3%
2	810	18.8%
1	365	8.5%
3	180	4.2%
4	5	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1518	35.2%
.	1439	33.3%
2	810	18.8%
1	365	8.5%
3	180	4.2%
4	5	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1518	35.2%
.	1439	33.3%
2	810	18.8%
1	365	8.5%
3	180	4.2%
4	5	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1518	35.2%
.	1439	33.3%
2	810	18.8%
1	365	8.5%
3	180	4.2%
4	5	0.1%

GarageArea
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	436
Distinct (%)	30.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	472.42877

Minimum	0
Maximum	1390
Zeros	79
Zeros (%)	5.5%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	333
median	478
Q3	576
95-th percentile	850.2
Maximum	1390
Range	1390
Interquartile range (IQR)	243

Descriptive statistics

Standard deviation	212.35895
Coefficient of variation (CV)	0.44950468
Kurtosis	0.76497283
Mean	472.42877
Median Absolute Deviation (MAD)	118
Skewness	0.1424438
Sum	679825
Variance	45096.322
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	79	5.5%
440	49	3.4%
576	46	3.2%
240	38	2.6%
484	33	2.3%
528	33	2.3%
288	26	1.8%
400	25	1.7%
264	24	1.7%
480	24	1.7%
Other values (426)	1062	73.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	79	5.5%
160	2	0.1%
164	1	0.1%
180	9	0.6%
186	1	0.1%
189	1	0.1%
192	1	0.1%
198	1	0.1%
200	4	0.3%
205	3	0.2%

Value	Count	Frequency (%)
1390	1	0.1%
1356	1	0.1%
1248	1	0.1%
1220	1	0.1%
1166	1	0.1%
1134	1	0.1%
1069	1	0.1%
1053	1	0.1%
1052	2	0.1%
1043	1	0.1%

WoodDeckSF
Real number (ℝ)

ZEROS

Distinct	270
Distinct (%)	18.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	93.348853

Minimum	0
Maximum	857
Zeros	751
Zeros (%)	52.2%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	168
95-th percentile	328.5
Maximum	857
Range	857
Interquartile range (IQR)	168

Descriptive statistics

Standard deviation	123.82958
Coefficient of variation (CV)	1.3265249
Kurtosis	2.8924149
Mean	93.348853
Median Absolute Deviation (MAD)	0
Skewness	1.516568
Sum	134329
Variance	15333.766
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	751	52.2%
192	38	2.6%
100	36	2.5%
144	33	2.3%
120	30	2.1%
168	28	1.9%
140	15	1.0%
224	14	1.0%
240	10	0.7%
208	10	0.7%
Other values (260)	474	32.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	751	52.2%
12	2	0.1%
24	2	0.1%
26	2	0.1%
28	2	0.1%
30	1	0.1%
32	1	0.1%
33	1	0.1%
35	1	0.1%
36	4	0.3%

Value	Count	Frequency (%)
857	1	0.1%
736	1	0.1%
728	1	0.1%
668	1	0.1%
635	1	0.1%
576	1	0.1%
574	1	0.1%
550	1	0.1%
536	1	0.1%
519	1	0.1%

OpenPorchSF
Real number (ℝ)

ZEROS

Distinct	200
Distinct (%)	13.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.618485

Minimum	0
Maximum	547
Zeros	646
Zeros (%)	44.9%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	25
Q3	68
95-th percentile	174.1
Maximum	547
Range	547
Interquartile range (IQR)	68

Descriptive statistics

Standard deviation	66.070355
Coefficient of variation (CV)	1.4172566
Kurtosis	8.6139231
Mean	46.618485
Median Absolute Deviation (MAD)	25
Skewness	2.37053
Sum	67084
Variance	4365.2918
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	646	44.9%
36	29	2.0%
20	21	1.5%
48	21	1.5%
45	19	1.3%
40	19	1.3%
30	16	1.1%
24	15	1.0%
39	14	1.0%
28	14	1.0%
Other values (190)	625	43.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	646	44.9%
4	1	0.1%
8	1	0.1%
10	1	0.1%
11	1	0.1%
12	3	0.2%
15	1	0.1%
16	7	0.5%
17	2	0.1%
18	5	0.3%

Value	Count	Frequency (%)
547	1	0.1%
523	1	0.1%
502	1	0.1%
418	1	0.1%
406	1	0.1%
364	1	0.1%
341	1	0.1%
319	1	0.1%
312	2	0.1%
304	1	0.1%

EnclosedPorch
Real number (ℝ)

ZEROS

Distinct	118
Distinct (%)	8.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.790132

Minimum	0
Maximum	386
Zeros	1233
Zeros (%)	85.7%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	180.3
Maximum	386
Range	386
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	59.81475
Coefficient of variation (CV)	2.7450384
Kurtosis	7.5691673
Mean	21.790132
Median Absolute Deviation (MAD)	0
Skewness	2.8629179
Sum	31356
Variance	3577.8043
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1233	85.7%
112	15	1.0%
96	6	0.4%
192	5	0.3%
144	5	0.3%
216	5	0.3%
120	5	0.3%
156	4	0.3%
116	4	0.3%
252	4	0.3%
Other values (108)	153	10.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1233	85.7%
19	1	0.1%
20	1	0.1%
24	1	0.1%
30	1	0.1%
32	2	0.1%
34	2	0.1%
36	2	0.1%
37	1	0.1%
39	2	0.1%

Value	Count	Frequency (%)
386	1	0.1%
330	1	0.1%
318	1	0.1%
301	1	0.1%
294	1	0.1%
293	1	0.1%
291	1	0.1%
286	1	0.1%
280	1	0.1%
275	1	0.1%

3SsnPorch
Real number (ℝ)

ZEROS

Distinct	19
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.1063238

Minimum	0
Maximum	407
Zeros	1416
Zeros (%)	98.4%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	407
Range	407
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	26.358008
Coefficient of variation (CV)	8.4852738
Kurtosis	100.35805
Mean	3.1063238
Median Absolute Deviation (MAD)	0
Skewness	9.5356135
Sum	4470
Variance	694.7446
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	1416	98.4%
168	3	0.2%
180	2	0.1%
216	2	0.1%
144	2	0.1%
182	1	0.1%
290	1	0.1%
153	1	0.1%
96	1	0.1%
23	1	0.1%
Other values (9)	9	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1416	98.4%
23	1	0.1%
96	1	0.1%
130	1	0.1%
140	1	0.1%
144	2	0.1%
153	1	0.1%
162	1	0.1%
168	3	0.2%
180	2	0.1%

Value	Count	Frequency (%)
407	1	0.1%
320	1	0.1%
304	1	0.1%
290	1	0.1%
245	1	0.1%
238	1	0.1%
216	2	0.1%
196	1	0.1%
182	1	0.1%
180	2	0.1%

ScreenPorch
Real number (ℝ)

ZEROS

Distinct	75
Distinct (%)	5.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.858235

Minimum	0
Maximum	480
Zeros	1325
Zeros (%)	92.1%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	160
Maximum	480
Range	480
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	54.858125
Coefficient of variation (CV)	3.6921024
Kurtosis	17.719487
Mean	14.858235
Median Absolute Deviation (MAD)	0
Skewness	4.0641946
Sum	21381
Variance	3009.4138
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1325	92.1%
192	6	0.4%
120	5	0.3%
224	5	0.3%
189	4	0.3%
180	4	0.3%
144	3	0.2%
147	3	0.2%
126	3	0.2%
90	3	0.2%
Other values (65)	78	5.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1325	92.1%
40	1	0.1%
53	1	0.1%
60	1	0.1%
63	1	0.1%
80	1	0.1%
90	3	0.2%
95	1	0.1%
99	1	0.1%
100	2	0.1%

Value	Count	Frequency (%)
480	1	0.1%
410	1	0.1%
396	1	0.1%
385	1	0.1%
374	1	0.1%
322	1	0.1%
312	1	0.1%
291	1	0.1%
288	2	0.1%
287	1	0.1%

PoolArea
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	95.6 KiB

0.0	1439

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	4317
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1439	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	1439	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	2878	66.7%
.	1439	33.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2878	66.7%
.	1439	33.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2878	66.7%
.	1439	33.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2878	66.7%
.	1439	33.3%

MiscVal
Real number (ℝ)

ZEROS

Distinct	16
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.021543

Minimum	0
Maximum	1400
Zeros	1397
Zeros (%)	97.1%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1400
Range	1400
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	108.98377
Coefficient of variation (CV)	6.4026963
Kurtosis	69.867286
Mean	17.021543
Median Absolute Deviation (MAD)	0
Skewness	7.7512434
Sum	24494
Variance	11877.462
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	1397	97.1%
400	11	0.8%
500	7	0.5%
700	4	0.3%
450	4	0.3%
600	4	0.3%
480	2	0.1%
1200	2	0.1%
350	1	0.1%
800	1	0.1%
Other values (6)	6	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1397	97.1%
54	1	0.1%
350	1	0.1%
400	11	0.8%
450	4	0.3%
480	2	0.1%
500	7	0.5%
560	1	0.1%
600	4	0.3%
620	1	0.1%

Value	Count	Frequency (%)
1400	1	0.1%
1300	1	0.1%
1200	2	0.1%
1150	1	0.1%
800	1	0.1%
700	4	0.3%
620	1	0.1%
600	4	0.3%
560	1	0.1%
500	7	0.5%

MoSold
Real number (ℝ)

Distinct	12
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.3300903

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	5
median	6
Q3	8
95-th percentile	11
Maximum	12
Range	11
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.7076114
Coefficient of variation (CV)	0.42773661
Kurtosis	-0.41525961
Mean	6.3300903
Median Absolute Deviation (MAD)	2
Skewness	0.2148291
Sum	9109
Variance	7.3311593
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
6	249	17.3%
7	229	15.9%
5	201	14.0%
4	140	9.7%
8	119	8.3%
3	104	7.2%
10	89	6.2%
11	78	5.4%
9	63	4.4%
12	59	4.1%
Other values (2)	108	7.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	56	3.9%
2	52	3.6%
3	104	7.2%
4	140	9.7%
5	201	14.0%
6	249	17.3%
7	229	15.9%
8	119	8.3%
9	63	4.4%
10	89	6.2%

Value	Count	Frequency (%)
12	59	4.1%
11	78	5.4%
10	89	6.2%
9	63	4.4%
8	119	8.3%
7	229	15.9%
6	249	17.3%
5	201	14.0%
4	140	9.7%
3	104	7.2%

SalePrice
Real number (ℝ)

HIGH CORRELATION

Distinct	655
Distinct (%)	45.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	180070

Minimum	34900
Maximum	755000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	34900
5-th percentile	88000
Q1	129900
median	162000
Q3	213125
95-th percentile	325661.6
Maximum	755000
Range	720100
Interquartile range (IQR)	83225

Descriptive statistics

Standard deviation	78085.403
Coefficient of variation (CV)	0.43363916
Kurtosis	5.4998787
Mean	180070
Median Absolute Deviation (MAD)	37500
Skewness	1.766223
Sum	2.5912073 × 10⁸
Variance	6.0973301 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
140000	20	1.4%
135000	17	1.2%
145000	14	1.0%
155000	14	1.0%
110000	13	0.9%
190000	12	0.8%
115000	12	0.8%
160000	11	0.8%
130000	11	0.8%
139000	11	0.8%
Other values (645)	1304	90.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
34900	1	0.1%
35311	1	0.1%
37900	1	0.1%
39300	1	0.1%
40000	1	0.1%
52000	1	0.1%
52500	1	0.1%
55000	1	0.1%
55993	1	0.1%
58500	1	0.1%

Value	Count	Frequency (%)
755000	1	0.1%
625000	1	0.1%
611657	1	0.1%
582933	1	0.1%
556581	1	0.1%
555000	1	0.1%
538000	1	0.1%
501837	1	0.1%
485000	1	0.1%
475000	1	0.1%

YearBuilt_Age
Real number (ℝ)

HIGH CORRELATION

Distinct	112
Distinct (%)	7.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	52.680334

Minimum	14
Maximum	152
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	14
5-th percentile	17
Q1	23
median	51
Q3	70
95-th percentile	108
Maximum	152
Range	138
Interquartile range (IQR)	47

Descriptive statistics

Standard deviation	30.302795
Coefficient of variation (CV)	0.57522025
Kurtosis	-0.44473958
Mean	52.680334
Median Absolute Deviation (MAD)	25
Skewness	0.61712848
Sum	75807
Variance	918.25936
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18	67	4.7%
19	64	4.4%
20	54	3.8%
17	49	3.4%
21	45	3.1%
48	33	2.3%
47	30	2.1%
104	30	2.1%
65	26	1.8%
26	25	1.7%
Other values (102)	1016	70.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	1	0.1%
15	18	1.3%
16	22	1.5%
17	49	3.4%
18	67	4.7%
19	64	4.4%
20	54	3.8%
21	45	3.1%
22	23	1.6%
23	19	1.3%

Value	Count	Frequency (%)
152	1	0.1%
149	1	0.1%
144	4	0.3%
142	1	0.1%
139	2	0.1%
134	2	0.1%
132	2	0.1%
131	1	0.1%
126	1	0.1%
124	10	0.7%

YearRemodAdd_Age
Real number (ℝ)

HIGH CORRELATION

Distinct	61
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39.199444

Minimum	14
Maximum	74
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	14
5-th percentile	17
Q1	20
median	30
Q3	57.5
95-th percentile	74
Maximum	74
Range	60
Interquartile range (IQR)	37.5

Descriptive statistics

Standard deviation	20.690375
Coefficient of variation (CV)	0.52782318
Kurtosis	-1.2813266
Mean	39.199444
Median Absolute Deviation (MAD)	13
Skewness	0.49858894
Sum	56408
Variance	428.09163
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
74	177	12.3%
18	94	6.5%
17	75	5.2%
19	73	5.1%
20	62	4.3%
24	54	3.8%
21	51	3.5%
22	46	3.2%
16	39	2.7%
28	35	2.4%
Other values (51)	733	50.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	6	0.4%
15	23	1.6%
16	39	2.7%
17	75	5.2%
18	94	6.5%
19	73	5.1%
20	62	4.3%
21	51	3.5%
22	46	3.2%
23	21	1.5%

Value	Count	Frequency (%)
74	177	12.3%
73	4	0.3%
72	5	0.3%
71	10	0.7%
70	14	1.0%
69	9	0.6%
68	10	0.7%
67	9	0.6%
66	15	1.0%
65	18	1.3%

GarageYrBlt_Age
Real number (ℝ)

HIGH CORRELATION

Distinct	98
Distinct (%)	6.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45.401677

Minimum	14
Maximum	124
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	22.5 KiB

Quantile statistics

Minimum	14
5-th percentile	17
Q1	23
median	45.493836
Q3	62
95-th percentile	94
Maximum	124
Range	110
Interquartile range (IQR)	39

Descriptive statistics

Standard deviation	24.025457
Coefficient of variation (CV)	0.52917555
Kurtosis	-0.26801229
Mean	45.401677
Median Absolute Deviation (MAD)	20.493836
Skewness	0.67354364
Sum	65333.013
Variance	577.22259
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45.49383611	79	5.5%
19	65	4.5%
18	59	4.1%
20	53	3.7%
21	49	3.4%
17	49	3.4%
47	33	2.3%
26	31	2.2%
25	30	2.1%
48	29	2.0%
Other values (88)	962	66.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	3	0.2%
15	21	1.5%
16	28	1.9%
17	49	3.4%
18	59	4.1%
19	65	4.5%
20	53	3.7%
21	49	3.4%
22	26	1.8%
23	19	1.3%

Value	Count	Frequency (%)
124	1	0.1%
118	1	0.1%
116	1	0.1%
114	3	0.2%
110	2	0.1%
109	2	0.1%
108	5	0.3%
106	1	0.1%
104	14	1.0%
103	3	0.2%

YrSold_Age
Categorical

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	97.0 KiB

15.0	334
17.0	323
18.0	310
16.0	300
14.0	172

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	5756
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	16.0
2nd row	17.0
3rd row	16.0
4th row	18.0
5th row	16.0

Common Values

Value	Count	Frequency (%)
15.0	334	23.2%
17.0	323	22.4%
18.0	310	21.5%
16.0	300	20.8%
14.0	172	12.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
15.0	334	23.2%
17.0	323	22.4%
18.0	310	21.5%
16.0	300	20.8%
14.0	172	12.0%

Most occurring characters

Value	Count	Frequency (%)
1	1439	25.0%
.	1439	25.0%
0	1439	25.0%
5	334	5.8%
7	323	5.6%
8	310	5.4%
6	300	5.2%
4	172	3.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5756	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	1439	25.0%
.	1439	25.0%
0	1439	25.0%
5	334	5.8%
7	323	5.6%
8	310	5.4%
6	300	5.2%
4	172	3.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5756	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	1439	25.0%
.	1439	25.0%
0	1439	25.0%
5	334	5.8%
7	323	5.6%
8	310	5.4%
6	300	5.2%
4	172	3.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5756	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	1439	25.0%
.	1439	25.0%
0	1439	25.0%
5	334	5.8%
7	323	5.6%
8	310	5.4%
6	300	5.2%
4	172	3.0%

MSSubClass
Categorical

HIGH CORRELATION

Distinct	15
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	130.7 KiB

1-STORY 1946 & NEWER ALL STYLES	528
2-STORY 1946 & NEWER	296
1-1/2 STORY FINISHED ALL AGES	142
1-STORY PUD (Planned Unit Development) - 1946 & NEWER	87
1-STORY 1945 & OLDER	69
Other values (10)	317

Length

Max length	53
Median length	41
Mean length	28.020153
Min length	11

Characters and Unicode

Total characters	40321
Distinct characters	44
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2-STORY 1946 & NEWER
2nd row	1-STORY 1946 & NEWER ALL STYLES
3rd row	2-STORY 1946 & NEWER
4th row	2-STORY 1945 & OLDER
5th row	2-STORY 1946 & NEWER

Common Values

Value	Count	Frequency (%)
1-STORY 1946 & NEWER ALL STYLES	528	36.7%
2-STORY 1946 & NEWER	296	20.6%
1-1/2 STORY FINISHED ALL AGES	142	9.9%
1-STORY PUD (Planned Unit Development) - 1946 & NEWER	87	6.0%
1-STORY 1945 & OLDER	69	4.8%
2-STORY PUD - 1946 & NEWER	63	4.4%
2-STORY 1945 & OLDER	59	4.1%
SPLIT OR MULTI-LEVEL	56	3.9%
DUPLEX - ALL STYLES AND AGES	50	3.5%
2 FAMILY CONVERSION - ALL STYLES AND AGES	28	1.9%
Other values (5)	61	4.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	1362	17.7%
newer	974	12.7%
1946	974	12.7%
all	779	10.1%
1-story	688	8.9%
styles	606	7.9%
2-story	418	5.4%
ages	251	3.3%
story	169	2.2%
pud	160	2.1%
Other values (23)	1308	17.0%

Most occurring characters

Value	Count	Frequency (%)
	6250	15.5%
E	3341	8.3%
S	3010	7.5%
L	2674	6.6%
R	2491	6.2%
1	2113	5.2%
T	2041	5.1%
Y	1939	4.8%
-	1591	3.9%
O	1545	3.8%
Other values (34)	13326	33.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	40321	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	6250	15.5%
E	3341	8.3%
S	3010	7.5%
L	2674	6.6%
R	2491	6.2%
1	2113	5.2%
T	2041	5.1%
Y	1939	4.8%
-	1591	3.9%
O	1545	3.8%
Other values (34)	13326	33.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	40321	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	6250	15.5%
E	3341	8.3%
S	3010	7.5%
L	2674	6.6%
R	2491	6.2%
1	2113	5.2%
T	2041	5.1%
Y	1939	4.8%
-	1591	3.9%
O	1545	3.8%
Other values (34)	13326	33.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	40321	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	6250	15.5%
E	3341	8.3%
S	3010	7.5%
L	2674	6.6%
R	2491	6.2%
1	2113	5.2%
T	2041	5.1%
Y	1939	4.8%
-	1591	3.9%
O	1545	3.8%
Other values (34)	13326	33.0%

MSZoning
Categorical

HIGH CORRELATION IMBALANCE

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	94.2 KiB

RL	1131
RM	217
FV	65
RH	16
C (all)	10

Length

Max length	7
Median length	2
Mean length	2.0347464
Min length	2

Characters and Unicode

Total characters	2928
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	RL
2nd row	RL
3rd row	RL
4th row	RL
5th row	RL

Common Values

Value	Count	Frequency (%)
RL	1131	78.6%
RM	217	15.1%
FV	65	4.5%
RH	16	1.1%
C (all)	10	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
rl	1131	78.1%
rm	217	15.0%
fv	65	4.5%
rh	16	1.1%
c	10	0.7%
all	10	0.7%

Most occurring characters

Value	Count	Frequency (%)
R	1364	46.6%
L	1131	38.6%
M	217	7.4%
F	65	2.2%
V	65	2.2%
l	20	0.7%
H	16	0.5%
C	10	0.3%
	10	0.3%
(	10	0.3%
Other values (2)	20	0.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2928	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
R	1364	46.6%
L	1131	38.6%
M	217	7.4%
F	65	2.2%
V	65	2.2%
l	20	0.7%
H	16	0.5%
C	10	0.3%
	10	0.3%
(	10	0.3%
Other values (2)	20	0.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2928	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
R	1364	46.6%
L	1131	38.6%
M	217	7.4%
F	65	2.2%
V	65	2.2%
l	20	0.7%
H	16	0.5%
C	10	0.3%
	10	0.3%
(	10	0.3%
Other values (2)	20	0.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2928	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
R	1364	46.6%
L	1131	38.6%
M	217	7.4%
F	65	2.2%
V	65	2.2%
l	20	0.7%
H	16	0.5%
C	10	0.3%
	10	0.3%
(	10	0.3%
Other values (2)	20	0.7%

LotShape
Categorical

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	95.6 KiB

Reg	915
IR1	478
IR2	38
IR3	8

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	4317
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Reg
2nd row	Reg
3rd row	IR1
4th row	IR1
5th row	IR1

Common Values

Value	Count	Frequency (%)
Reg	915	63.6%
IR1	478	33.2%
IR2	38	2.6%
IR3	8	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
reg	915	63.6%
ir1	478	33.2%
ir2	38	2.6%
ir3	8	0.6%

Most occurring characters

Value	Count	Frequency (%)
R	1439	33.3%
e	915	21.2%
g	915	21.2%
I	524	12.1%
1	478	11.1%
2	38	0.9%
3	8	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
R	1439	33.3%
e	915	21.2%
g	915	21.2%
I	524	12.1%
1	478	11.1%
2	38	0.9%
3	8	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
R	1439	33.3%
e	915	21.2%
g	915	21.2%
I	524	12.1%
1	478	11.1%
2	38	0.9%
3	8	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
R	1439	33.3%
e	915	21.2%
g	915	21.2%
I	524	12.1%
1	478	11.1%
2	38	0.9%
3	8	0.2%

LandContour
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	95.6 KiB

Lvl	1296
Bnk	62
HLS	48
Low	33

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	4317
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Lvl
2nd row	Lvl
3rd row	Lvl
4th row	Lvl
5th row	Lvl

Common Values

Value	Count	Frequency (%)
Lvl	1296	90.1%
Bnk	62	4.3%
HLS	48	3.3%
Low	33	2.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
lvl	1296	90.1%
bnk	62	4.3%
hls	48	3.3%
low	33	2.3%

Most occurring characters

Value	Count	Frequency (%)
L	1377	31.9%
v	1296	30.0%
l	1296	30.0%
B	62	1.4%
n	62	1.4%
k	62	1.4%
H	48	1.1%
S	48	1.1%
o	33	0.8%
w	33	0.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
L	1377	31.9%
v	1296	30.0%
l	1296	30.0%
B	62	1.4%
n	62	1.4%
k	62	1.4%
H	48	1.1%
S	48	1.1%
o	33	0.8%
w	33	0.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
L	1377	31.9%
v	1296	30.0%
l	1296	30.0%
B	62	1.4%
n	62	1.4%
k	62	1.4%
H	48	1.1%
S	48	1.1%
o	33	0.8%
w	33	0.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
L	1377	31.9%
v	1296	30.0%
l	1296	30.0%
B	62	1.4%
n	62	1.4%
k	62	1.4%
H	48	1.1%
S	48	1.1%
o	33	0.8%
w	33	0.8%

LotConfig
Categorical

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	99.7 KiB

Inside	1041
Corner	257
CulDSac	90
FR2	47
FR3	4

Length

Max length	7
Median length	6
Mean length	5.9562196
Min length	3

Characters and Unicode

Total characters	8571
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Inside
2nd row	FR2
3rd row	Inside
4th row	Corner
5th row	FR2

Common Values

Value	Count	Frequency (%)
Inside	1041	72.3%
Corner	257	17.9%
CulDSac	90	6.3%
FR2	47	3.3%
FR3	4	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
inside	1041	72.3%
corner	257	17.9%
culdsac	90	6.3%
fr2	47	3.3%
fr3	4	0.3%

Most occurring characters

Value	Count	Frequency (%)
e	1298	15.1%
n	1298	15.1%
I	1041	12.1%
s	1041	12.1%
i	1041	12.1%
d	1041	12.1%
r	514	6.0%
C	347	4.0%
o	257	3.0%
S	90	1.1%
Other values (9)	603	7.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8571	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1298	15.1%
n	1298	15.1%
I	1041	12.1%
s	1041	12.1%
i	1041	12.1%
d	1041	12.1%
r	514	6.0%
C	347	4.0%
o	257	3.0%
S	90	1.1%
Other values (9)	603	7.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8571	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1298	15.1%
n	1298	15.1%
I	1041	12.1%
s	1041	12.1%
i	1041	12.1%
d	1041	12.1%
r	514	6.0%
C	347	4.0%
o	257	3.0%
S	90	1.1%
Other values (9)	603	7.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8571	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1298	15.1%
n	1298	15.1%
I	1041	12.1%
s	1041	12.1%
i	1041	12.1%
d	1041	12.1%
r	514	6.0%
C	347	4.0%
o	257	3.0%
S	90	1.1%
Other values (9)	603	7.0%

LandSlope
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	95.6 KiB

Gtl	1366
Mod	64
Sev	9

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	4317
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Gtl
2nd row	Gtl
3rd row	Gtl
4th row	Gtl
5th row	Gtl

Common Values

Value	Count	Frequency (%)
Gtl	1366	94.9%
Mod	64	4.4%
Sev	9	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
gtl	1366	94.9%
mod	64	4.4%
sev	9	0.6%

Most occurring characters

Value	Count	Frequency (%)
G	1366	31.6%
t	1366	31.6%
l	1366	31.6%
M	64	1.5%
o	64	1.5%
d	64	1.5%
S	9	0.2%
e	9	0.2%
v	9	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
G	1366	31.6%
t	1366	31.6%
l	1366	31.6%
M	64	1.5%
o	64	1.5%
d	64	1.5%
S	9	0.2%
e	9	0.2%
v	9	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
G	1366	31.6%
t	1366	31.6%
l	1366	31.6%
M	64	1.5%
o	64	1.5%
d	64	1.5%
S	9	0.2%
e	9	0.2%
v	9	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4317	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
G	1366	31.6%
t	1366	31.6%
l	1366	31.6%
M	64	1.5%
o	64	1.5%
d	64	1.5%
S	9	0.2%
e	9	0.2%
v	9	0.2%

Neighborhood
Categorical

HIGH CORRELATION

Distinct	25
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	100.5 KiB

NAmes	220
CollgCr	149
OldTown	113
Edwards	97
Somerst	86
Other values (20)	774

Length

Max length	7
Median length	7
Mean length	6.4982627
Min length	5

Characters and Unicode

Total characters	9351
Distinct characters	38
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CollgCr
2nd row	Veenker
3rd row	CollgCr
4th row	Crawfor
5th row	NoRidge

Common Values

Value	Count	Frequency (%)
NAmes	220	15.3%
CollgCr	149	10.4%
OldTown	113	7.9%
Edwards	97	6.7%
Somerst	86	6.0%
Gilbert	78	5.4%
NridgHt	77	5.4%
Sawyer	73	5.1%
NWAmes	71	4.9%
SawyerW	59	4.1%
Other values (15)	416	28.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
names	220	15.3%
collgcr	149	10.4%
oldtown	113	7.9%
edwards	97	6.7%
somerst	86	6.0%
gilbert	78	5.4%
nridght	77	5.4%
sawyer	73	5.1%
nwames	71	4.9%
sawyerw	59	4.1%
Other values (15)	416	28.9%

Most occurring characters

Value	Count	Frequency (%)
r	917	9.8%
e	890	9.5%
l	616	6.6%
d	499	5.3%
o	480	5.1%
s	476	5.1%
m	430	4.6%
N	417	4.5%
w	409	4.4%
C	400	4.3%
Other values (28)	3817	40.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9351	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	917	9.8%
e	890	9.5%
l	616	6.6%
d	499	5.3%
o	480	5.1%
s	476	5.1%
m	430	4.6%
N	417	4.5%
w	409	4.4%
C	400	4.3%
Other values (28)	3817	40.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9351	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	917	9.8%
e	890	9.5%
l	616	6.6%
d	499	5.3%
o	480	5.1%
s	476	5.1%
m	430	4.6%
N	417	4.5%
w	409	4.4%
C	400	4.3%
Other values (28)	3817	40.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9351	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	917	9.8%
e	890	9.5%
l	616	6.6%
d	499	5.3%
o	480	5.1%
s	476	5.1%
m	430	4.6%
N	417	4.5%
w	409	4.4%
C	400	4.3%
Other values (28)	3817	40.8%

Condition1
Categorical

IMBALANCE

Distinct	9
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	97.1 KiB

Norm	1245
Feedr	79
Artery	46
RRAn	25
PosN	19
Other values (4)	25

Length

Max length	6
Median length	4
Mean length	4.1188325
Min length	4

Characters and Unicode

Total characters	5927
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Norm
2nd row	Feedr
3rd row	Norm
4th row	Norm
5th row	Norm

Common Values

Value	Count	Frequency (%)
Norm	1245	86.5%
Feedr	79	5.5%
Artery	46	3.2%
RRAn	25	1.7%
PosN	19	1.3%
RRAe	11	0.8%
PosA	7	0.5%
RRNn	5	0.3%
RRNe	2	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
norm	1245	86.5%
feedr	79	5.5%
artery	46	3.2%
rran	25	1.7%
posn	19	1.3%
rrae	11	0.8%
posa	7	0.5%
rrnn	5	0.3%
rrne	2	0.1%

Most occurring characters

Value	Count	Frequency (%)
r	1416	23.9%
N	1271	21.4%
o	1271	21.4%
m	1245	21.0%
e	217	3.7%
A	89	1.5%
R	86	1.5%
F	79	1.3%
d	79	1.3%
t	46	0.8%
Other values (4)	128	2.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5927	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	1416	23.9%
N	1271	21.4%
o	1271	21.4%
m	1245	21.0%
e	217	3.7%
A	89	1.5%
R	86	1.5%
F	79	1.3%
d	79	1.3%
t	46	0.8%
Other values (4)	128	2.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5927	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	1416	23.9%
N	1271	21.4%
o	1271	21.4%
m	1245	21.0%
e	217	3.7%
A	89	1.5%
R	86	1.5%
F	79	1.3%
d	79	1.3%
t	46	0.8%
Other values (4)	128	2.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5927	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	1416	23.9%
N	1271	21.4%
o	1271	21.4%
m	1245	21.0%
e	217	3.7%
A	89	1.5%
R	86	1.5%
F	79	1.3%
d	79	1.3%
t	46	0.8%
Other values (4)	128	2.2%

Condition2
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	97.0 KiB

Norm	1425
Feedr	6
Artery	2
RRNn	2
PosN	2
Other values (2)	2

Length

Max length	6
Median length	4
Mean length	4.0069493
Min length	4

Characters and Unicode

Total characters	5766
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	0.1%

Sample

1st row	Norm
2nd row	Norm
3rd row	Norm
4th row	Norm
5th row	Norm

Common Values

Value	Count	Frequency (%)
Norm	1425	99.0%
Feedr	6	0.4%
Artery	2	0.1%
RRNn	2	0.1%
PosN	2	0.1%
PosA	1	0.1%
RRAn	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
norm	1425	99.0%
feedr	6	0.4%
artery	2	0.1%
rrnn	2	0.1%
posn	2	0.1%
posa	1	0.1%
rran	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
r	1435	24.9%
N	1429	24.8%
o	1428	24.8%
m	1425	24.7%
e	14	0.2%
F	6	0.1%
d	6	0.1%
R	6	0.1%
A	4	0.1%
n	3	0.1%
Other values (4)	10	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5766	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	1435	24.9%
N	1429	24.8%
o	1428	24.8%
m	1425	24.7%
e	14	0.2%
F	6	0.1%
d	6	0.1%
R	6	0.1%
A	4	0.1%
n	3	0.1%
Other values (4)	10	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5766	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	1435	24.9%
N	1429	24.8%
o	1428	24.8%
m	1425	24.7%
e	14	0.2%
F	6	0.1%
d	6	0.1%
R	6	0.1%
A	4	0.1%
n	3	0.1%
Other values (4)	10	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5766	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	1435	24.9%
N	1429	24.8%
o	1428	24.8%
m	1425	24.7%
e	14	0.2%
F	6	0.1%
d	6	0.1%
R	6	0.1%
A	4	0.1%
n	3	0.1%
Other values (4)	10	0.2%

BldgType
Categorical

HIGH CORRELATION IMBALANCE

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	97.4 KiB

1Fam	1203
TwnhsE	114
Duplex	50
Twnhs	43
2fmCon	29

Length

Max length	6
Median length	4
Mean length	4.2981237
Min length	4

Characters and Unicode

Total characters	6185
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1Fam
2nd row	1Fam
3rd row	1Fam
4th row	1Fam
5th row	1Fam

Common Values

Value	Count	Frequency (%)
1Fam	1203	83.6%
TwnhsE	114	7.9%
Duplex	50	3.5%
Twnhs	43	3.0%
2fmCon	29	2.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1fam	1203	83.6%
twnhse	114	7.9%
duplex	50	3.5%
twnhs	43	3.0%
2fmcon	29	2.0%

Most occurring characters

Value	Count	Frequency (%)
m	1232	19.9%
1	1203	19.5%
a	1203	19.5%
F	1203	19.5%
n	186	3.0%
T	157	2.5%
w	157	2.5%
h	157	2.5%
s	157	2.5%
E	114	1.8%
Other values (10)	416	6.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6185	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
m	1232	19.9%
1	1203	19.5%
a	1203	19.5%
F	1203	19.5%
n	186	3.0%
T	157	2.5%
w	157	2.5%
h	157	2.5%
s	157	2.5%
E	114	1.8%
Other values (10)	416	6.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6185	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
m	1232	19.9%
1	1203	19.5%
a	1203	19.5%
F	1203	19.5%
n	186	3.0%
T	157	2.5%
w	157	2.5%
h	157	2.5%
s	157	2.5%
E	114	1.8%
Other values (10)	416	6.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6185	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
m	1232	19.9%
1	1203	19.5%
a	1203	19.5%
F	1203	19.5%
n	186	3.0%
T	157	2.5%
w	157	2.5%
h	157	2.5%
s	157	2.5%
E	114	1.8%
Other values (10)	416	6.7%

HouseStyle
Categorical

HIGH CORRELATION

Distinct	8
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	99.7 KiB

1Story	717
2Story	439
1.5Fin	150
SLvl	63
SFoyer	37
Other values (3)	33

Length

Max length	6
Median length	6
Mean length	5.9124392
Min length	4

Characters and Unicode

Total characters	8508
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2Story
2nd row	1Story
3rd row	2Story
4th row	2Story
5th row	2Story

Common Values

Value	Count	Frequency (%)
1Story	717	49.8%
2Story	439	30.5%
1.5Fin	150	10.4%
SLvl	63	4.4%
SFoyer	37	2.6%
1.5Unf	14	1.0%
2.5Unf	11	0.8%
2.5Fin	8	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1story	717	49.8%
2story	439	30.5%
1.5fin	150	10.4%
slvl	63	4.4%
sfoyer	37	2.6%
1.5unf	14	1.0%
2.5unf	11	0.8%
2.5fin	8	0.6%

Most occurring characters

Value	Count	Frequency (%)
S	1256	14.8%
o	1193	14.0%
r	1193	14.0%
y	1193	14.0%
t	1156	13.6%
1	881	10.4%
2	458	5.4%
F	195	2.3%
5	183	2.2%
.	183	2.2%
Other values (8)	617	7.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8508	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	1256	14.8%
o	1193	14.0%
r	1193	14.0%
y	1193	14.0%
t	1156	13.6%
1	881	10.4%
2	458	5.4%
F	195	2.3%
5	183	2.2%
.	183	2.2%
Other values (8)	617	7.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8508	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	1256	14.8%
o	1193	14.0%
r	1193	14.0%
y	1193	14.0%
t	1156	13.6%
1	881	10.4%
2	458	5.4%
F	195	2.3%
5	183	2.2%
.	183	2.2%
Other values (8)	617	7.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8508	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	1256	14.8%
o	1193	14.0%
r	1193	14.0%
y	1193	14.0%
t	1156	13.6%
1	881	10.4%
2	458	5.4%
F	195	2.3%
5	183	2.2%
.	183	2.2%
Other values (8)	617	7.3%

OverallQual
Categorical

HIGH CORRELATION

Distinct	10
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	103.6 KiB

Average	392
Above Average	369
Good	313
Very Good	166
Below Average	115
Other values (5)	84

Length

Max length	14
Median length	13
Mean length	8.6886727
Min length	4

Characters and Unicode

Total characters	12503
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Good
2nd row	Above Average
3rd row	Good
4th row	Good
5th row	Very Good

Common Values

Value	Count	Frequency (%)
Average	392	27.2%
Above Average	369	25.6%
Good	313	21.8%
Very Good	166	11.5%
Below Average	115	8.0%
Excellent	43	3.0%
Fair	20	1.4%
Very Excellent	16	1.1%
Poor	3	0.2%
Very Poor	2	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
average	876	41.6%
good	479	22.7%
above	369	17.5%
very	184	8.7%
below	115	5.5%
excellent	59	2.8%
fair	20	0.9%
poor	5	0.2%

Most occurring characters

Value	Count	Frequency (%)
e	2538	20.3%
o	1452	11.6%
A	1245	10.0%
v	1245	10.0%
r	1085	8.7%
a	896	7.2%
g	876	7.0%
	668	5.3%
G	479	3.8%
d	479	3.8%
Other values (14)	1540	12.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	12503	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	2538	20.3%
o	1452	11.6%
A	1245	10.0%
v	1245	10.0%
r	1085	8.7%
a	896	7.2%
g	876	7.0%
	668	5.3%
G	479	3.8%
d	479	3.8%
Other values (14)	1540	12.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	12503	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	2538	20.3%
o	1452	11.6%
A	1245	10.0%
v	1245	10.0%
r	1085	8.7%
a	896	7.2%
g	876	7.0%
	668	5.3%
G	479	3.8%
d	479	3.8%
Other values (14)	1540	12.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	12503	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	2538	20.3%
o	1452	11.6%
A	1245	10.0%
v	1245	10.0%
r	1085	8.7%
a	896	7.2%
g	876	7.0%
	668	5.3%
G	479	3.8%
d	479	3.8%
Other values (14)	1540	12.3%

OverallCond
Categorical

Distinct	9
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	102.5 KiB

Average	811
Above Average	249
Good	200
Very Good	71
Below Average	56
Other values (4)	52

Length

Max length	13
Median length	7
Mean length	7.9214732
Min length	4

Characters and Unicode

Total characters	11399
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	Average
2nd row	Very Good
3rd row	Average
4th row	Average
5th row	Average

Common Values

Value	Count	Frequency (%)
Average	811	56.4%
Above Average	249	17.3%
Good	200	13.9%
Very Good	71	4.9%
Below Average	56	3.9%
Fair	25	1.7%
Excellent	21	1.5%
Poor	5	0.3%
Very Poor	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
average	1116	61.5%
good	271	14.9%
above	249	13.7%
very	72	4.0%
below	56	3.1%
fair	25	1.4%
excellent	21	1.2%
poor	6	0.3%

Most occurring characters

Value	Count	Frequency (%)
e	2651	23.3%
A	1365	12.0%
v	1365	12.0%
r	1219	10.7%
a	1141	10.0%
g	1116	9.8%
o	859	7.5%
	377	3.3%
G	271	2.4%
d	271	2.4%
Other values (14)	764	6.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	11399	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	2651	23.3%
A	1365	12.0%
v	1365	12.0%
r	1219	10.7%
a	1141	10.0%
g	1116	9.8%
o	859	7.5%
	377	3.3%
G	271	2.4%
d	271	2.4%
Other values (14)	764	6.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	11399	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	2651	23.3%
A	1365	12.0%
v	1365	12.0%
r	1219	10.7%
a	1141	10.0%
g	1116	9.8%
o	859	7.5%
	377	3.3%
G	271	2.4%
d	271	2.4%
Other values (14)	764	6.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	11399	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	2651	23.3%
A	1365	12.0%
v	1365	12.0%
r	1219	10.7%
a	1141	10.0%
g	1116	9.8%
o	859	7.5%
	377	3.3%
G	271	2.4%
d	271	2.4%
Other values (14)	764	6.7%

RoofStyle
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	97.8 KiB

Gable	1130
Hip	279
Gambrel	11
Flat	11
Mansard	7

Length

Max length	7
Median length	5
Mean length	4.628909
Min length	3

Characters and Unicode

Total characters	6661
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	Gable
2nd row	Gable
3rd row	Gable
4th row	Gable
5th row	Gable

Common Values

Value	Count	Frequency (%)
Gable	1130	78.5%
Hip	279	19.4%
Gambrel	11	0.8%
Flat	11	0.8%
Mansard	7	0.5%
Shed	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
gable	1130	78.5%
hip	279	19.4%
gambrel	11	0.8%
flat	11	0.8%
mansard	7	0.5%
shed	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
a	1166	17.5%
l	1152	17.3%
e	1142	17.1%
G	1141	17.1%
b	1141	17.1%
H	279	4.2%
i	279	4.2%
p	279	4.2%
r	18	0.3%
m	11	0.2%
Other values (8)	53	0.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6661	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	1166	17.5%
l	1152	17.3%
e	1142	17.1%
G	1141	17.1%
b	1141	17.1%
H	279	4.2%
i	279	4.2%
p	279	4.2%
r	18	0.3%
m	11	0.2%
Other values (8)	53	0.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6661	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	1166	17.5%
l	1152	17.3%
e	1142	17.1%
G	1141	17.1%
b	1141	17.1%
H	279	4.2%
i	279	4.2%
p	279	4.2%
r	18	0.3%
m	11	0.2%
Other values (8)	53	0.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6661	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	1166	17.5%
l	1152	17.3%
e	1142	17.1%
G	1141	17.1%
b	1141	17.1%
H	279	4.2%
i	279	4.2%
p	279	4.2%
r	18	0.3%
m	11	0.2%
Other values (8)	53	0.8%

RoofMatl
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	101.2 KiB

CompShg	1416
Tar&Grv	9
WdShngl	6
WdShake	5
Metal	1
Other values (2)	2

Length

Max length	7
Median length	7
Mean length	6.9965254
Min length	4

Characters and Unicode

Total characters	10068
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	0.2%

Sample

1st row	CompShg
2nd row	CompShg
3rd row	CompShg
4th row	CompShg
5th row	CompShg

Common Values

Value	Count	Frequency (%)
CompShg	1416	98.4%
Tar&Grv	9	0.6%
WdShngl	6	0.4%
WdShake	5	0.3%
Metal	1	0.1%
Membran	1	0.1%
Roll	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
compshg	1416	98.4%
tar&grv	9	0.6%
wdshngl	6	0.4%
wdshake	5	0.3%
metal	1	0.1%
membran	1	0.1%
roll	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
S	1427	14.2%
h	1427	14.2%
g	1422	14.1%
m	1417	14.1%
o	1417	14.1%
C	1416	14.1%
p	1416	14.1%
r	19	0.2%
a	16	0.2%
W	11	0.1%
Other values (13)	80	0.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	10068	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	1427	14.2%
h	1427	14.2%
g	1422	14.1%
m	1417	14.1%
o	1417	14.1%
C	1416	14.1%
p	1416	14.1%
r	19	0.2%
a	16	0.2%
W	11	0.1%
Other values (13)	80	0.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	10068	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	1427	14.2%
h	1427	14.2%
g	1422	14.1%
m	1417	14.1%
o	1417	14.1%
C	1416	14.1%
p	1416	14.1%
r	19	0.2%
a	16	0.2%
W	11	0.1%
Other values (13)	80	0.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	10068	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	1427	14.2%
h	1427	14.2%
g	1422	14.1%
m	1417	14.1%
o	1417	14.1%
C	1416	14.1%
p	1416	14.1%
r	19	0.2%
a	16	0.2%
W	11	0.1%
Other values (13)	80	0.8%

Exterior1st
Categorical

HIGH CORRELATION

Distinct	15
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	101.2 KiB

VinylSd	513
HdBoard	220
MetalSd	218
Wd Sdng	202
Plywood	101
Other values (10)	185

Length

Max length	7
Median length	7
Mean length	6.980542
Min length	5

Characters and Unicode

Total characters	10045
Distinct characters	32
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	0.2%

Sample

1st row	VinylSd
2nd row	MetalSd
3rd row	VinylSd
4th row	Wd Sdng
5th row	VinylSd

Common Values

Value	Count	Frequency (%)
VinylSd	513	35.6%
HdBoard	220	15.3%
MetalSd	218	15.1%
Wd Sdng	202	14.0%
Plywood	101	7.0%
CemntBd	60	4.2%
BrkFace	49	3.4%
WdShing	26	1.8%
Stucco	23	1.6%
AsbShng	20	1.4%
Other values (5)	7	0.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
vinylsd	513	31.3%
hdboard	220	13.4%
metalsd	218	13.3%
wd	202	12.3%
sdng	202	12.3%
plywood	101	6.2%
cemntbd	60	3.7%
brkface	49	3.0%
wdshing	26	1.6%
stucco	23	1.4%
Other values (6)	27	1.6%

Most occurring characters

Value	Count	Frequency (%)
d	1762	17.5%
S	1006	10.0%
l	833	8.3%
n	824	8.2%
y	614	6.1%
i	539	5.4%
V	513	5.1%
a	487	4.8%
o	450	4.5%
B	332	3.3%
Other values (22)	2685	26.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	10045	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
d	1762	17.5%
S	1006	10.0%
l	833	8.3%
n	824	8.2%
y	614	6.1%
i	539	5.4%
V	513	5.1%
a	487	4.8%
o	450	4.5%
B	332	3.3%
Other values (22)	2685	26.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	10045	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
d	1762	17.5%
S	1006	10.0%
l	833	8.3%
n	824	8.2%
y	614	6.1%
i	539	5.4%
V	513	5.1%
a	487	4.8%
o	450	4.5%
B	332	3.3%
Other values (22)	2685	26.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	10045	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
d	1762	17.5%
S	1006	10.0%
l	833	8.3%
n	824	8.2%
y	614	6.1%
i	539	5.4%
V	513	5.1%
a	487	4.8%
o	450	4.5%
B	332	3.3%
Other values (22)	2685	26.7%

Exterior2nd
Categorical

HIGH CORRELATION

Distinct	16
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	101.1 KiB

VinylSd	503
MetalSd	212
HdBoard	204
Wd Sdng	195
Plywood	135
Other values (11)	190

Length

Max length	7
Median length	7
Mean length	6.9742877
Min length	5

Characters and Unicode

Total characters	10036
Distinct characters	33
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	0.1%

Sample

1st row	VinylSd
2nd row	MetalSd
3rd row	VinylSd
4th row	Wd Shng
5th row	VinylSd

Common Values

Value	Count	Frequency (%)
VinylSd	503	35.0%
MetalSd	212	14.7%
HdBoard	204	14.2%
Wd Sdng	195	13.6%
Plywood	135	9.4%
CmentBd	59	4.1%
Wd Shng	37	2.6%
BrkFace	24	1.7%
Stucco	24	1.7%
AsbShng	20	1.4%
Other values (6)	26	1.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
vinylsd	503	30.0%
wd	232	13.8%
metalsd	212	12.6%
hdboard	204	12.2%
sdng	195	11.6%
plywood	135	8.0%
cmentbd	59	3.5%
shng	37	2.2%
stucco	24	1.4%
brkface	24	1.4%
Other values (8)	53	3.2%

Most occurring characters

Value	Count	Frequency (%)
d	1744	17.4%
S	1008	10.0%
l	851	8.5%
n	829	8.3%
y	638	6.4%
o	504	5.0%
V	503	5.0%
i	503	5.0%
a	440	4.4%
t	310	3.1%
Other values (23)	2706	27.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	10036	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
d	1744	17.4%
S	1008	10.0%
l	851	8.5%
n	829	8.3%
y	638	6.4%
o	504	5.0%
V	503	5.0%
i	503	5.0%
a	440	4.4%
t	310	3.1%
Other values (23)	2706	27.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	10036	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
d	1744	17.4%
S	1008	10.0%
l	851	8.5%
n	829	8.3%
y	638	6.4%
o	504	5.0%
V	503	5.0%
i	503	5.0%
a	440	4.4%
t	310	3.1%
Other values (23)	2706	27.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	10036	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
d	1744	17.4%
S	1008	10.0%
l	851	8.5%
n	829	8.3%
y	638	6.4%
o	504	5.0%
V	503	5.0%
i	503	5.0%
a	440	4.4%
t	310	3.1%
Other values (23)	2706	27.0%

MasVnrType
Categorical

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	96.7 KiB

NA	858
BrkFace	442
Stone	126
BrkCmn	13

Length

Max length	7
Median length	2
Mean length	3.8346074
Min length	2

Characters and Unicode

Total characters	5518
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	BrkFace
2nd row	NA
3rd row	BrkFace
4th row	NA
5th row	BrkFace

Common Values

Value	Count	Frequency (%)
NA	858	59.6%
BrkFace	442	30.7%
Stone	126	8.8%
BrkCmn	13	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	858	59.6%
brkface	442	30.7%
stone	126	8.8%
brkcmn	13	0.9%

Most occurring characters

Value	Count	Frequency (%)
N	858	15.5%
A	858	15.5%
e	568	10.3%
B	455	8.2%
r	455	8.2%
k	455	8.2%
F	442	8.0%
a	442	8.0%
c	442	8.0%
n	139	2.5%
Other values (5)	404	7.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5518	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	858	15.5%
A	858	15.5%
e	568	10.3%
B	455	8.2%
r	455	8.2%
k	455	8.2%
F	442	8.0%
a	442	8.0%
c	442	8.0%
n	139	2.5%
Other values (5)	404	7.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5518	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	858	15.5%
A	858	15.5%
e	568	10.3%
B	455	8.2%
r	455	8.2%
k	455	8.2%
F	442	8.0%
a	442	8.0%
c	442	8.0%
n	139	2.5%
Other values (5)	404	7.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5518	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	858	15.5%
A	858	15.5%
e	568	10.3%
B	455	8.2%
r	455	8.2%
k	455	8.2%
F	442	8.0%
a	442	8.0%
c	442	8.0%
n	139	2.5%
Other values (5)	404	7.3%

ExterQual
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	94.2 KiB

TA	894
Gd	482
Ex	50
Fa	13

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2878
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Gd
2nd row	TA
3rd row	Gd
4th row	TA
5th row	Gd

Common Values

Value	Count	Frequency (%)
TA	894	62.1%
Gd	482	33.5%
Ex	50	3.5%
Fa	13	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ta	894	62.1%
gd	482	33.5%
ex	50	3.5%
fa	13	0.9%

Most occurring characters

Value	Count	Frequency (%)
T	894	31.1%
A	894	31.1%
G	482	16.7%
d	482	16.7%
E	50	1.7%
x	50	1.7%
F	13	0.5%
a	13	0.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
T	894	31.1%
A	894	31.1%
G	482	16.7%
d	482	16.7%
E	50	1.7%
x	50	1.7%
F	13	0.5%
a	13	0.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
T	894	31.1%
A	894	31.1%
G	482	16.7%
d	482	16.7%
E	50	1.7%
x	50	1.7%
F	13	0.5%
a	13	0.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
T	894	31.1%
A	894	31.1%
G	482	16.7%
d	482	16.7%
E	50	1.7%
x	50	1.7%
F	13	0.5%
a	13	0.5%

ExterCond
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	94.2 KiB

TA	1267
Gd	141
Fa	27
Ex	3
Po	1

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2878
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	TA
2nd row	TA
3rd row	TA
4th row	TA
5th row	TA

Common Values

Value	Count	Frequency (%)
TA	1267	88.0%
Gd	141	9.8%
Fa	27	1.9%
Ex	3	0.2%
Po	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ta	1267	88.0%
gd	141	9.8%
fa	27	1.9%
ex	3	0.2%
po	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
T	1267	44.0%
A	1267	44.0%
G	141	4.9%
d	141	4.9%
F	27	0.9%
a	27	0.9%
E	3	0.1%
x	3	0.1%
P	1	< 0.1%
o	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
T	1267	44.0%
A	1267	44.0%
G	141	4.9%
d	141	4.9%
F	27	0.9%
a	27	0.9%
E	3	0.1%
x	3	0.1%
P	1	< 0.1%
o	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
T	1267	44.0%
A	1267	44.0%
G	141	4.9%
d	141	4.9%
F	27	0.9%
a	27	0.9%
E	3	0.1%
x	3	0.1%
P	1	< 0.1%
o	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
T	1267	44.0%
A	1267	44.0%
G	141	4.9%
d	141	4.9%
F	27	0.9%
a	27	0.9%
E	3	0.1%
x	3	0.1%
P	1	< 0.1%
o	1	< 0.1%

Foundation
Categorical

HIGH CORRELATION

Distinct	6
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	99.1 KiB

PConc	642
CBlock	620
BrkTil	146
Slab	23
Stone	5

Length

Max length	6
Median length	6
Mean length	5.514246
Min length	4

Characters and Unicode

Total characters	7935
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	PConc
2nd row	CBlock
3rd row	PConc
4th row	BrkTil
5th row	PConc

Common Values

Value	Count	Frequency (%)
PConc	642	44.6%
CBlock	620	43.1%
BrkTil	146	10.1%
Slab	23	1.6%
Stone	5	0.3%
Wood	3	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
pconc	642	44.6%
cblock	620	43.1%
brktil	146	10.1%
slab	23	1.6%
stone	5	0.3%
wood	3	0.2%

Most occurring characters

Value	Count	Frequency (%)
o	1273	16.0%
C	1262	15.9%
c	1262	15.9%
l	789	9.9%
B	766	9.7%
k	766	9.7%
n	647	8.2%
P	642	8.1%
i	146	1.8%
T	146	1.8%
Other values (8)	236	3.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7935	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	1273	16.0%
C	1262	15.9%
c	1262	15.9%
l	789	9.9%
B	766	9.7%
k	766	9.7%
n	647	8.2%
P	642	8.1%
i	146	1.8%
T	146	1.8%
Other values (8)	236	3.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7935	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	1273	16.0%
C	1262	15.9%
c	1262	15.9%
l	789	9.9%
B	766	9.7%
k	766	9.7%
n	647	8.2%
P	642	8.1%
i	146	1.8%
T	146	1.8%
Other values (8)	236	3.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7935	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	1273	16.0%
C	1262	15.9%
c	1262	15.9%
l	789	9.9%
B	766	9.7%
k	766	9.7%
n	647	8.2%
P	642	8.1%
i	146	1.8%
T	146	1.8%
Other values (8)	236	3.0%

BsmtQual
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	94.2 KiB

TA	641
Gd	608
Ex	119
NA	36
Fa	35

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2878
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Gd
2nd row	Gd
3rd row	Gd
4th row	TA
5th row	Gd

Common Values

Value	Count	Frequency (%)
TA	641	44.5%
Gd	608	42.3%
Ex	119	8.3%
NA	36	2.5%
Fa	35	2.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ta	641	44.5%
gd	608	42.3%
ex	119	8.3%
na	36	2.5%
fa	35	2.4%

Most occurring characters

Value	Count	Frequency (%)
A	677	23.5%
T	641	22.3%
G	608	21.1%
d	608	21.1%
E	119	4.1%
x	119	4.1%
N	36	1.3%
F	35	1.2%
a	35	1.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	677	23.5%
T	641	22.3%
G	608	21.1%
d	608	21.1%
E	119	4.1%
x	119	4.1%
N	36	1.3%
F	35	1.2%
a	35	1.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	677	23.5%
T	641	22.3%
G	608	21.1%
d	608	21.1%
E	119	4.1%
x	119	4.1%
N	36	1.3%
F	35	1.2%
a	35	1.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	677	23.5%
T	641	22.3%
G	608	21.1%
d	608	21.1%
E	119	4.1%
x	119	4.1%
N	36	1.3%
F	35	1.2%
a	35	1.2%

BsmtCond
Categorical

HIGH CORRELATION IMBALANCE

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	94.2 KiB

TA	1293
Gd	63
Fa	45
NA	36
Po	2

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2878
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TA
2nd row	TA
3rd row	TA
4th row	Gd
5th row	TA

Common Values

Value	Count	Frequency (%)
TA	1293	89.9%
Gd	63	4.4%
Fa	45	3.1%
NA	36	2.5%
Po	2	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ta	1293	89.9%
gd	63	4.4%
fa	45	3.1%
na	36	2.5%
po	2	0.1%

Most occurring characters

Value	Count	Frequency (%)
A	1329	46.2%
T	1293	44.9%
G	63	2.2%
d	63	2.2%
F	45	1.6%
a	45	1.6%
N	36	1.3%
P	2	0.1%
o	2	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	1329	46.2%
T	1293	44.9%
G	63	2.2%
d	63	2.2%
F	45	1.6%
a	45	1.6%
N	36	1.3%
P	2	0.1%
o	2	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	1329	46.2%
T	1293	44.9%
G	63	2.2%
d	63	2.2%
F	45	1.6%
a	45	1.6%
N	36	1.3%
P	2	0.1%
o	2	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	1329	46.2%
T	1293	44.9%
G	63	2.2%
d	63	2.2%
F	45	1.6%
a	45	1.6%
N	36	1.3%
P	2	0.1%
o	2	0.1%

BsmtExposure
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	94.2 KiB

No	946
Av	217
Gd	127
Mn	112
NA	37

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2878
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	Gd
3rd row	Mn
4th row	No
5th row	Av

Common Values

Value	Count	Frequency (%)
No	946	65.7%
Av	217	15.1%
Gd	127	8.8%
Mn	112	7.8%
NA	37	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	946	65.7%
av	217	15.1%
gd	127	8.8%
mn	112	7.8%
na	37	2.6%

Most occurring characters

Value	Count	Frequency (%)
N	983	34.2%
o	946	32.9%
A	254	8.8%
v	217	7.5%
G	127	4.4%
d	127	4.4%
M	112	3.9%
n	112	3.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	983	34.2%
o	946	32.9%
A	254	8.8%
v	217	7.5%
G	127	4.4%
d	127	4.4%
M	112	3.9%
n	112	3.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	983	34.2%
o	946	32.9%
A	254	8.8%
v	217	7.5%
G	127	4.4%
d	127	4.4%
M	112	3.9%
n	112	3.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	983	34.2%
o	946	32.9%
A	254	8.8%
v	217	7.5%
G	127	4.4%
d	127	4.4%
M	112	3.9%
n	112	3.9%

BsmtFinType1
Categorical

HIGH CORRELATION

Distinct	7
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	95.5 KiB

Unf	427
GLQ	409
ALQ	216
BLQ	145
Rec	132
Other values (2)	110

Length

Max length	3
Median length	3
Mean length	2.9749826
Min length	2

Characters and Unicode

Total characters	4281
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	GLQ
2nd row	ALQ
3rd row	GLQ
4th row	ALQ
5th row	GLQ

Common Values

Value	Count	Frequency (%)
Unf	427	29.7%
GLQ	409	28.4%
ALQ	216	15.0%
BLQ	145	10.1%
Rec	132	9.2%
LwQ	74	5.1%
NA	36	2.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
unf	427	29.7%
glq	409	28.4%
alq	216	15.0%
blq	145	10.1%
rec	132	9.2%
lwq	74	5.1%
na	36	2.5%

Most occurring characters

Value	Count	Frequency (%)
L	844	19.7%
Q	844	19.7%
U	427	10.0%
n	427	10.0%
f	427	10.0%
G	409	9.6%
A	252	5.9%
B	145	3.4%
R	132	3.1%
e	132	3.1%
Other values (3)	242	5.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4281	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
L	844	19.7%
Q	844	19.7%
U	427	10.0%
n	427	10.0%
f	427	10.0%
G	409	9.6%
A	252	5.9%
B	145	3.4%
R	132	3.1%
e	132	3.1%
Other values (3)	242	5.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4281	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
L	844	19.7%
Q	844	19.7%
U	427	10.0%
n	427	10.0%
f	427	10.0%
G	409	9.6%
A	252	5.9%
B	145	3.4%
R	132	3.1%
e	132	3.1%
Other values (3)	242	5.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4281	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
L	844	19.7%
Q	844	19.7%
U	427	10.0%
n	427	10.0%
f	427	10.0%
G	409	9.6%
A	252	5.9%
B	145	3.4%
R	132	3.1%
e	132	3.1%
Other values (3)	242	5.7%

BsmtFinType2
Categorical

HIGH CORRELATION IMBALANCE

Distinct	7
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	95.5 KiB

Unf	1243
Rec	51
LwQ	43
NA	37
BLQ	32
Other values (2)	33

Length

Max length	3
Median length	3
Mean length	2.9742877
Min length	2

Characters and Unicode

Total characters	4280
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Unf
2nd row	Unf
3rd row	Unf
4th row	Unf
5th row	Unf

Common Values

Value	Count	Frequency (%)
Unf	1243	86.4%
Rec	51	3.5%
LwQ	43	3.0%
NA	37	2.6%
BLQ	32	2.2%
ALQ	19	1.3%
GLQ	14	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
unf	1243	86.4%
rec	51	3.5%
lwq	43	3.0%
na	37	2.6%
blq	32	2.2%
alq	19	1.3%
glq	14	1.0%

Most occurring characters

Value	Count	Frequency (%)
U	1243	29.0%
n	1243	29.0%
f	1243	29.0%
L	108	2.5%
Q	108	2.5%
A	56	1.3%
R	51	1.2%
e	51	1.2%
c	51	1.2%
w	43	1.0%
Other values (3)	83	1.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4280	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
U	1243	29.0%
n	1243	29.0%
f	1243	29.0%
L	108	2.5%
Q	108	2.5%
A	56	1.3%
R	51	1.2%
e	51	1.2%
c	51	1.2%
w	43	1.0%
Other values (3)	83	1.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4280	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
U	1243	29.0%
n	1243	29.0%
f	1243	29.0%
L	108	2.5%
Q	108	2.5%
A	56	1.3%
R	51	1.2%
e	51	1.2%
c	51	1.2%
w	43	1.0%
Other values (3)	83	1.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4280	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
U	1243	29.0%
n	1243	29.0%
f	1243	29.0%
L	108	2.5%
Q	108	2.5%
A	56	1.3%
R	51	1.2%
e	51	1.2%
c	51	1.2%
w	43	1.0%
Other values (3)	83	1.9%

Heating
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	97.0 KiB

GasA	1408
GasW	17
Grav	7
Wall	4
OthW	2

Length

Max length	5
Median length	4
Mean length	4.0006949
Min length	4

Characters and Unicode

Total characters	5757
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	GasA
2nd row	GasA
3rd row	GasA
4th row	GasA
5th row	GasA

Common Values

Value	Count	Frequency (%)
GasA	1408	97.8%
GasW	17	1.2%
Grav	7	0.5%
Wall	4	0.3%
OthW	2	0.1%
Floor	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
gasa	1408	97.8%
gasw	17	1.2%
grav	7	0.5%
wall	4	0.3%
othw	2	0.1%
floor	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
a	1436	24.9%
G	1432	24.9%
s	1425	24.8%
A	1408	24.5%
W	23	0.4%
l	9	0.2%
r	8	0.1%
v	7	0.1%
O	2	< 0.1%
t	2	< 0.1%
Other values (3)	5	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5757	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	1436	24.9%
G	1432	24.9%
s	1425	24.8%
A	1408	24.5%
W	23	0.4%
l	9	0.2%
r	8	0.1%
v	7	0.1%
O	2	< 0.1%
t	2	< 0.1%
Other values (3)	5	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5757	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	1436	24.9%
G	1432	24.9%
s	1425	24.8%
A	1408	24.5%
W	23	0.4%
l	9	0.2%
r	8	0.1%
v	7	0.1%
O	2	< 0.1%
t	2	< 0.1%
Other values (3)	5	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5757	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	1436	24.9%
G	1432	24.9%
s	1425	24.8%
A	1408	24.5%
W	23	0.4%
l	9	0.2%
r	8	0.1%
v	7	0.1%
O	2	< 0.1%
t	2	< 0.1%
Other values (3)	5	0.1%

HeatingQC
Categorical

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	94.2 KiB

Ex	731
TA	421
Gd	239
Fa	47
Po	1

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2878
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	Ex
2nd row	Ex
3rd row	Ex
4th row	Gd
5th row	Ex

Common Values

Value	Count	Frequency (%)
Ex	731	50.8%
TA	421	29.3%
Gd	239	16.6%
Fa	47	3.3%
Po	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ex	731	50.8%
ta	421	29.3%
gd	239	16.6%
fa	47	3.3%
po	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
E	731	25.4%
x	731	25.4%
T	421	14.6%
A	421	14.6%
G	239	8.3%
d	239	8.3%
F	47	1.6%
a	47	1.6%
P	1	< 0.1%
o	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
E	731	25.4%
x	731	25.4%
T	421	14.6%
A	421	14.6%
G	239	8.3%
d	239	8.3%
F	47	1.6%
a	47	1.6%
P	1	< 0.1%
o	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
E	731	25.4%
x	731	25.4%
T	421	14.6%
A	421	14.6%
G	239	8.3%
d	239	8.3%
F	47	1.6%
a	47	1.6%
P	1	< 0.1%
o	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
E	731	25.4%
x	731	25.4%
T	421	14.6%
A	421	14.6%
G	239	8.3%
d	239	8.3%
F	47	1.6%
a	47	1.6%
P	1	< 0.1%
o	1	< 0.1%

CentralAir
Boolean

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.6 KiB

True	1345
False	94

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	1345	93.5%
False	94	6.5%

Electrical
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	98.4 KiB

SBrkr	1313
FuseA	94
FuseF	27
FuseP	3
Mix	1

Length

Max length	5
Median length	5
Mean length	4.9965254
Min length	2

Characters and Unicode

Total characters	7190
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	0.1%

Sample

1st row	SBrkr
2nd row	SBrkr
3rd row	SBrkr
4th row	SBrkr
5th row	SBrkr

Common Values

Value	Count	Frequency (%)
SBrkr	1313	91.2%
FuseA	94	6.5%
FuseF	27	1.9%
FuseP	3	0.2%
Mix	1	0.1%
NA	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
sbrkr	1313	91.2%
fusea	94	6.5%
fusef	27	1.9%
fusep	3	0.2%
mix	1	0.1%
na	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
r	2626	36.5%
S	1313	18.3%
B	1313	18.3%
k	1313	18.3%
F	151	2.1%
u	124	1.7%
s	124	1.7%
e	124	1.7%
A	95	1.3%
P	3	< 0.1%
Other values (4)	4	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7190	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	2626	36.5%
S	1313	18.3%
B	1313	18.3%
k	1313	18.3%
F	151	2.1%
u	124	1.7%
s	124	1.7%
e	124	1.7%
A	95	1.3%
P	3	< 0.1%
Other values (4)	4	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7190	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	2626	36.5%
S	1313	18.3%
B	1313	18.3%
k	1313	18.3%
F	151	2.1%
u	124	1.7%
s	124	1.7%
e	124	1.7%
A	95	1.3%
P	3	< 0.1%
Other values (4)	4	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7190	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	2626	36.5%
S	1313	18.3%
B	1313	18.3%
k	1313	18.3%
F	151	2.1%
u	124	1.7%
s	124	1.7%
e	124	1.7%
A	95	1.3%
P	3	< 0.1%
Other values (4)	4	0.1%

KitchenQual
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	94.2 KiB

TA	726
Gd	577
Ex	98
Fa	38

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2878
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Gd
2nd row	TA
3rd row	Gd
4th row	Gd
5th row	Gd

Common Values

Value	Count	Frequency (%)
TA	726	50.5%
Gd	577	40.1%
Ex	98	6.8%
Fa	38	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ta	726	50.5%
gd	577	40.1%
ex	98	6.8%
fa	38	2.6%

Most occurring characters

Value	Count	Frequency (%)
T	726	25.2%
A	726	25.2%
G	577	20.0%
d	577	20.0%
E	98	3.4%
x	98	3.4%
F	38	1.3%
a	38	1.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
T	726	25.2%
A	726	25.2%
G	577	20.0%
d	577	20.0%
E	98	3.4%
x	98	3.4%
F	38	1.3%
a	38	1.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
T	726	25.2%
A	726	25.2%
G	577	20.0%
d	577	20.0%
E	98	3.4%
x	98	3.4%
F	38	1.3%
a	38	1.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
T	726	25.2%
A	726	25.2%
G	577	20.0%
d	577	20.0%
E	98	3.4%
x	98	3.4%
F	38	1.3%
a	38	1.3%

Functional
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	95.6 KiB

Typ	1341
Min2	34
Min1	30
Maj1	14
Mod	14
Other values (2)	6

Length

Max length	4
Median length	3
Mean length	3.0576789
Min length	3

Characters and Unicode

Total characters	4400
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	Typ
2nd row	Typ
3rd row	Typ
4th row	Typ
5th row	Typ

Common Values

Value	Count	Frequency (%)
Typ	1341	93.2%
Min2	34	2.4%
Min1	30	2.1%
Maj1	14	1.0%
Mod	14	1.0%
Maj2	5	0.3%
Sev	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
typ	1341	93.2%
min2	34	2.4%
min1	30	2.1%
maj1	14	1.0%
mod	14	1.0%
maj2	5	0.3%
sev	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
T	1341	30.5%
y	1341	30.5%
p	1341	30.5%
M	97	2.2%
i	64	1.5%
n	64	1.5%
1	44	1.0%
2	39	0.9%
a	19	0.4%
j	19	0.4%
Other values (5)	31	0.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4400	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
T	1341	30.5%
y	1341	30.5%
p	1341	30.5%
M	97	2.2%
i	64	1.5%
n	64	1.5%
1	44	1.0%
2	39	0.9%
a	19	0.4%
j	19	0.4%
Other values (5)	31	0.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4400	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
T	1341	30.5%
y	1341	30.5%
p	1341	30.5%
M	97	2.2%
i	64	1.5%
n	64	1.5%
1	44	1.0%
2	39	0.9%
a	19	0.4%
j	19	0.4%
Other values (5)	31	0.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4400	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
T	1341	30.5%
y	1341	30.5%
p	1341	30.5%
M	97	2.2%
i	64	1.5%
n	64	1.5%
1	44	1.0%
2	39	0.9%
a	19	0.4%
j	19	0.4%
Other values (5)	31	0.7%

FireplaceQu
Categorical

HIGH CORRELATION

Distinct	6
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	94.2 KiB

NA	686
Gd	374
TA	306
Fa	32
Ex	23

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2878
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NA
2nd row	TA
3rd row	TA
4th row	Gd
5th row	TA

Common Values

Value	Count	Frequency (%)
NA	686	47.7%
Gd	374	26.0%
TA	306	21.3%
Fa	32	2.2%
Ex	23	1.6%
Po	18	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	686	47.7%
gd	374	26.0%
ta	306	21.3%
fa	32	2.2%
ex	23	1.6%
po	18	1.3%

Most occurring characters

Value	Count	Frequency (%)
A	992	34.5%
N	686	23.8%
G	374	13.0%
d	374	13.0%
T	306	10.6%
F	32	1.1%
a	32	1.1%
E	23	0.8%
x	23	0.8%
P	18	0.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	992	34.5%
N	686	23.8%
G	374	13.0%
d	374	13.0%
T	306	10.6%
F	32	1.1%
a	32	1.1%
E	23	0.8%
x	23	0.8%
P	18	0.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	992	34.5%
N	686	23.8%
G	374	13.0%
d	374	13.0%
T	306	10.6%
F	32	1.1%
a	32	1.1%
E	23	0.8%
x	23	0.8%
P	18	0.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	992	34.5%
N	686	23.8%
G	374	13.0%
d	374	13.0%
T	306	10.6%
F	32	1.1%
a	32	1.1%
E	23	0.8%
x	23	0.8%
P	18	0.6%

GarageType
Categorical

HIGH CORRELATION

Distinct	7
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	99.6 KiB

Attchd	855
Detchd	385
BuiltIn	87
NA	79
Basment	19
Other values (2)	14

Length

Max length	7
Median length	6
Mean length	5.8596247
Min length	2

Characters and Unicode

Total characters	8432
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Attchd
2nd row	Attchd
3rd row	Attchd
4th row	Detchd
5th row	Attchd

Common Values

Value	Count	Frequency (%)
Attchd	855	59.4%
Detchd	385	26.8%
BuiltIn	87	6.0%
NA	79	5.5%
Basment	19	1.3%
CarPort	8	0.6%
2Types	6	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
attchd	855	59.4%
detchd	385	26.8%
builtin	87	6.0%
na	79	5.5%
basment	19	1.3%
carport	8	0.6%
2types	6	0.4%

Most occurring characters

Value	Count	Frequency (%)
t	2209	26.2%
c	1240	14.7%
h	1240	14.7%
d	1240	14.7%
A	934	11.1%
e	410	4.9%
D	385	4.6%
n	106	1.3%
B	106	1.3%
u	87	1.0%
Other values (15)	475	5.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8432	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	2209	26.2%
c	1240	14.7%
h	1240	14.7%
d	1240	14.7%
A	934	11.1%
e	410	4.9%
D	385	4.6%
n	106	1.3%
B	106	1.3%
u	87	1.0%
Other values (15)	475	5.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8432	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	2209	26.2%
c	1240	14.7%
h	1240	14.7%
d	1240	14.7%
A	934	11.1%
e	410	4.9%
D	385	4.6%
n	106	1.3%
B	106	1.3%
u	87	1.0%
Other values (15)	475	5.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8432	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	2209	26.2%
c	1240	14.7%
h	1240	14.7%
d	1240	14.7%
A	934	11.1%
e	410	4.9%
D	385	4.6%
n	106	1.3%
B	106	1.3%
u	87	1.0%
Other values (15)	475	5.6%

GarageFinish
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	95.5 KiB

Unf	600
RFn	413
Fin	347
NA	79

Length

Max length	3
Median length	3
Mean length	2.9451008
Min length	2

Characters and Unicode

Total characters	4238
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	RFn
2nd row	RFn
3rd row	RFn
4th row	Unf
5th row	RFn

Common Values

Value	Count	Frequency (%)
Unf	600	41.7%
RFn	413	28.7%
Fin	347	24.1%
NA	79	5.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
unf	600	41.7%
rfn	413	28.7%
fin	347	24.1%
na	79	5.5%

Most occurring characters

Value	Count	Frequency (%)
n	1360	32.1%
F	760	17.9%
U	600	14.2%
f	600	14.2%
R	413	9.7%
i	347	8.2%
N	79	1.9%
A	79	1.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4238	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	1360	32.1%
F	760	17.9%
U	600	14.2%
f	600	14.2%
R	413	9.7%
i	347	8.2%
N	79	1.9%
A	79	1.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4238	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	1360	32.1%
F	760	17.9%
U	600	14.2%
f	600	14.2%
R	413	9.7%
i	347	8.2%
N	79	1.9%
A	79	1.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4238	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	1360	32.1%
F	760	17.9%
U	600	14.2%
f	600	14.2%
R	413	9.7%
i	347	8.2%
N	79	1.9%
A	79	1.9%

GarageQual
Categorical

HIGH CORRELATION IMBALANCE

Distinct	6
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	94.2 KiB

TA	1293
NA	79
Fa	48
Gd	13
Ex	3

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2878
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TA
2nd row	TA
3rd row	TA
4th row	TA
5th row	TA

Common Values

Value	Count	Frequency (%)
TA	1293	89.9%
NA	79	5.5%
Fa	48	3.3%
Gd	13	0.9%
Ex	3	0.2%
Po	3	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ta	1293	89.9%
na	79	5.5%
fa	48	3.3%
gd	13	0.9%
ex	3	0.2%
po	3	0.2%

Most occurring characters

Value	Count	Frequency (%)
A	1372	47.7%
T	1293	44.9%
N	79	2.7%
F	48	1.7%
a	48	1.7%
G	13	0.5%
d	13	0.5%
E	3	0.1%
x	3	0.1%
P	3	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	1372	47.7%
T	1293	44.9%
N	79	2.7%
F	48	1.7%
a	48	1.7%
G	13	0.5%
d	13	0.5%
E	3	0.1%
x	3	0.1%
P	3	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	1372	47.7%
T	1293	44.9%
N	79	2.7%
F	48	1.7%
a	48	1.7%
G	13	0.5%
d	13	0.5%
E	3	0.1%
x	3	0.1%
P	3	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	1372	47.7%
T	1293	44.9%
N	79	2.7%
F	48	1.7%
a	48	1.7%
G	13	0.5%
d	13	0.5%
E	3	0.1%
x	3	0.1%
P	3	0.1%

GarageCond
Categorical

HIGH CORRELATION IMBALANCE

Distinct	6
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	94.2 KiB

TA	1308
NA	79
Fa	35
Gd	8
Po	7

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2878
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TA
2nd row	TA
3rd row	TA
4th row	TA
5th row	TA

Common Values

Value	Count	Frequency (%)
TA	1308	90.9%
NA	79	5.5%
Fa	35	2.4%
Gd	8	0.6%
Po	7	0.5%
Ex	2	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ta	1308	90.9%
na	79	5.5%
fa	35	2.4%
gd	8	0.6%
po	7	0.5%
ex	2	0.1%

Most occurring characters

Value	Count	Frequency (%)
A	1387	48.2%
T	1308	45.4%
N	79	2.7%
F	35	1.2%
a	35	1.2%
G	8	0.3%
d	8	0.3%
P	7	0.2%
o	7	0.2%
E	2	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	1387	48.2%
T	1308	45.4%
N	79	2.7%
F	35	1.2%
a	35	1.2%
G	8	0.3%
d	8	0.3%
P	7	0.2%
o	7	0.2%
E	2	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	1387	48.2%
T	1308	45.4%
N	79	2.7%
F	35	1.2%
a	35	1.2%
G	8	0.3%
d	8	0.3%
P	7	0.2%
o	7	0.2%
E	2	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2878	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	1387	48.2%
T	1308	45.4%
N	79	2.7%
F	35	1.2%
a	35	1.2%
G	8	0.3%
d	8	0.3%
P	7	0.2%
o	7	0.2%
E	2	0.1%

PavedDrive
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	92.7 KiB

Y	1321
N	88
P	30

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1439
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Y
2nd row	Y
3rd row	Y
4th row	Y
5th row	Y

Common Values

Value	Count	Frequency (%)
Y	1321	91.8%
N	88	6.1%
P	30	2.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
y	1321	91.8%
n	88	6.1%
p	30	2.1%

Most occurring characters

Value	Count	Frequency (%)
Y	1321	91.8%
N	88	6.1%
P	30	2.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1439	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
Y	1321	91.8%
N	88	6.1%
P	30	2.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1439	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
Y	1321	91.8%
N	88	6.1%
P	30	2.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1439	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
Y	1321	91.8%
N	88	6.1%
P	30	2.1%

SaleType
Categorical

IMBALANCE

Distinct	9
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	94.4 KiB

WD	1247
New	121
COD	43
ConLD	9
ConLI	5
Other values (4)	14

Length

Max length	5
Median length	2
Mean length	2.1598332
Min length	2

Characters and Unicode

Total characters	3108
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	WD
2nd row	WD
3rd row	WD
4th row	WD
5th row	WD

Common Values

Value	Count	Frequency (%)
WD	1247	86.7%
New	121	8.4%
COD	43	3.0%
ConLD	9	0.6%
ConLI	5	0.3%
ConLw	5	0.3%
CWD	4	0.3%
Oth	3	0.2%
Con	2	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
wd	1247	86.7%
new	121	8.4%
cod	43	3.0%
conld	9	0.6%
conli	5	0.3%
conlw	5	0.3%
cwd	4	0.3%
oth	3	0.2%
con	2	0.1%

Most occurring characters

Value	Count	Frequency (%)
D	1303	41.9%
W	1251	40.3%
w	126	4.1%
N	121	3.9%
e	121	3.9%
C	68	2.2%
O	46	1.5%
o	21	0.7%
n	21	0.7%
L	19	0.6%
Other values (3)	11	0.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3108	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
D	1303	41.9%
W	1251	40.3%
w	126	4.1%
N	121	3.9%
e	121	3.9%
C	68	2.2%
O	46	1.5%
o	21	0.7%
n	21	0.7%
L	19	0.6%
Other values (3)	11	0.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3108	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
D	1303	41.9%
W	1251	40.3%
w	126	4.1%
N	121	3.9%
e	121	3.9%
C	68	2.2%
O	46	1.5%
o	21	0.7%
n	21	0.7%
L	19	0.6%
Other values (3)	11	0.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3108	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
D	1303	41.9%
W	1251	40.3%
w	126	4.1%
N	121	3.9%
e	121	3.9%
C	68	2.2%
O	46	1.5%
o	21	0.7%
n	21	0.7%
L	19	0.6%
Other values (3)	11	0.4%

SaleCondition
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	100.0 KiB

Normal	1182
Partial	124
Abnorml	99
Family	20
Alloca	10

Length

Max length	7
Median length	6
Mean length	6.1577484
Min length	6

Characters and Unicode

Total characters	8861
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Normal
2nd row	Normal
3rd row	Normal
4th row	Abnorml
5th row	Normal

Common Values

Value	Count	Frequency (%)
Normal	1182	82.1%
Partial	124	8.6%
Abnorml	99	6.9%
Family	20	1.4%
Alloca	10	0.7%
AdjLand	4	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
normal	1182	82.1%
partial	124	8.6%
abnorml	99	6.9%
family	20	1.4%
alloca	10	0.7%
adjland	4	0.3%

Most occurring characters

Value	Count	Frequency (%)
a	1464	16.5%
l	1445	16.3%
r	1405	15.9%
m	1301	14.7%
o	1291	14.6%
N	1182	13.3%
i	144	1.6%
P	124	1.4%
t	124	1.4%
A	113	1.3%
Other values (8)	268	3.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8861	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	1464	16.5%
l	1445	16.3%
r	1405	15.9%
m	1301	14.7%
o	1291	14.6%
N	1182	13.3%
i	144	1.6%
P	124	1.4%
t	124	1.4%
A	113	1.3%
Other values (8)	268	3.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8861	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	1464	16.5%
l	1445	16.3%
r	1405	15.9%
m	1301	14.7%
o	1291	14.6%
N	1182	13.3%
i	144	1.6%
P	124	1.4%
t	124	1.4%
A	113	1.3%
Other values (8)	268	3.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8861	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	1464	16.5%
l	1445	16.3%
r	1405	15.9%
m	1301	14.7%
o	1291	14.6%
N	1182	13.3%
i	144	1.6%
P	124	1.4%
t	124	1.4%
A	113	1.3%
Other values (8)	268	3.0%

Auto

Heatmap
Table

	1stFlrSF	2ndFlrSF	3SsnPorch	BedroomAbvGr	BldgType	BsmtCond	BsmtExposure	BsmtFinSF1	BsmtFinSF2	BsmtFinType1	BsmtFinType2	BsmtFullBath	BsmtHalfBath	BsmtQual	BsmtUnfSF	CentralAir	Condition1	Condition2	Electrical	EnclosedPorch	ExterCond	ExterQual	Exterior1st	Exterior2nd	FireplaceQu	Fireplaces	Foundation	FullBath	Functional	GarageArea	GarageCars	GarageCond	GarageFinish	GarageQual	GarageType	GarageYrBlt_Age	GrLivArea	HalfBath	Heating	HeatingQC	HouseStyle	KitchenAbvGr	KitchenQual	LandContour	LandSlope	LotArea	LotConfig	LotFrontage	LotShape	LowQualFinSF	MSSubClass	MSZoning	MasVnrArea	MasVnrType	MiscVal	MoSold	Neighborhood	OpenPorchSF	OverallCond	OverallQual	PavedDrive	RoofMatl	RoofStyle	SaleCondition	SalePrice	SaleType	ScreenPorch	TotRmsAbvGrd	TotalBsmtSF	WoodDeckSF	YearBuilt_Age	YearRemodAdd_Age	YrSold_Age
1stFlrSF	1.000	-0.284	0.058	0.135	0.158	0.000	0.159	0.314	0.058	0.097	0.065	0.156	0.000	0.220	0.233	0.153	0.065	0.211	0.000	-0.130	0.000	0.280	0.255	0.119	0.191	0.253	0.103	0.276	0.037	0.490	0.254	0.063	0.221	0.068	0.163	-0.223	0.487	0.115	0.000	0.112	0.152	0.000	0.261	0.048	0.000	0.433	0.041	0.385	0.088	-0.043	0.206	0.159	0.353	0.220	-0.046	0.056	0.227	0.233	0.075	0.237	0.101	0.216	0.141	0.114	0.568	0.088	0.108	0.360	0.831	0.214	-0.294	-0.240	0.033
2ndFlrSF	-0.284	1.000	-0.018	0.507	0.132	0.074	0.129	-0.197	-0.110	0.110	0.036	0.161	0.000	0.180	0.060	0.046	0.062	0.105	0.000	0.040	0.000	0.208	0.103	0.106	0.161	0.140	0.166	0.399	0.026	0.094	0.227	0.053	0.176	0.100	0.223	-0.080	0.643	0.453	0.065	0.116	0.433	0.031	0.175	0.056	0.020	0.117	0.046	0.052	0.146	0.050	0.392	0.164	0.064	0.122	-0.028	0.043	0.238	0.220	0.092	0.196	0.110	0.107	0.143	0.045	0.295	0.009	0.010	0.583	-0.296	0.075	-0.031	-0.074	0.000
3SsnPorch	0.058	-0.018	1.000	-0.019	0.000	0.000	0.000	0.056	-0.013	0.020	0.000	0.000	0.062	0.000	0.004	0.000	0.166	0.000	0.000	-0.038	0.000	0.034	0.000	0.000	0.000	0.000	0.135	0.000	0.000	0.036	0.000	0.000	0.000	0.028	0.000	-0.017	0.036	0.000	0.000	0.000	0.000	0.000	0.000	0.066	0.070	0.061	0.044	0.045	0.000	0.025	0.000	0.000	0.046	0.000	0.012	0.041	0.000	0.016	0.006	0.000	0.000	0.151	0.000	0.000	0.067	0.000	-0.037	0.005	0.046	-0.023	-0.020	-0.054	0.000
BedroomAbvGr	0.135	0.507	-0.019	1.000	0.306	0.104	0.104	-0.089	0.003	0.107	0.033	0.352	0.032	0.096	0.162	0.165	0.060	0.000	0.067	-0.001	0.000	0.179	0.081	0.068	0.085	0.100	0.086	0.445	0.029	0.110	0.135	0.075	0.128	0.085	0.152	0.051	0.539	0.254	0.066	0.021	0.243	0.237	0.134	0.116	0.130	0.336	0.000	0.289	0.034	0.014	0.342	0.166	0.116	0.056	-0.005	0.048	0.207	0.097	0.074	0.140	0.100	0.111	0.190	0.112	0.229	0.057	0.035	0.666	0.056	0.059	0.034	0.056	0.014
BldgType	0.158	0.132	0.000	0.306	1.000	0.158	0.163	0.036	0.000	0.183	0.153	0.199	0.066	0.209	0.122	0.284	0.074	0.134	0.080	0.059	0.098	0.164	0.163	0.188	0.097	0.125	0.193	0.105	0.042	0.150	0.150	0.102	0.186	0.118	0.179	0.180	0.104	0.215	0.112	0.114	0.158	0.493	0.143	0.074	0.003	0.235	0.068	0.395	0.087	0.078	0.891	0.188	0.000	0.088	0.000	0.007	0.419	0.000	0.131	0.126	0.140	0.040	0.005	0.149	0.090	0.101	0.000	0.199	0.209	0.084	0.253	0.191	0.000
BsmtCond	0.000	0.074	0.000	0.104	0.158	1.000	0.495	0.081	0.000	0.507	0.494	0.103	0.062	0.527	0.140	0.307	0.042	0.000	0.378	0.093	0.186	0.168	0.140	0.110	0.043	0.050	0.414	0.140	0.198	0.076	0.097	0.177	0.122	0.213	0.113	0.149	0.038	0.095	0.190	0.099	0.080	0.178	0.136	0.065	0.163	0.000	0.014	0.087	0.065	0.075	0.203	0.079	0.000	0.058	0.064	0.000	0.130	0.000	0.414	0.308	0.165	0.052	0.051	0.097	0.152	0.073	0.000	0.069	0.451	0.025	0.190	0.117	0.051
BsmtExposure	0.159	0.129	0.000	0.104	0.163	0.495	1.000	0.230	0.045	0.521	0.491	0.242	0.046	0.521	0.168	0.198	0.058	0.000	0.107	0.055	0.020	0.165	0.151	0.148	0.088	0.124	0.407	0.093	0.048	0.149	0.144	0.060	0.155	0.056	0.137	0.145	0.098	0.107	0.177	0.091	0.201	0.167	0.148	0.178	0.193	0.126	0.047	0.085	0.093	0.000	0.264	0.064	0.078	0.128	0.053	0.008	0.238	0.025	0.104	0.211	0.103	0.121	0.119	0.115	0.212	0.093	0.014	0.083	0.477	0.165	0.186	0.153	0.028
BsmtFinSF1	0.314	-0.197	0.056	-0.089	0.036	0.081	0.230	1.000	0.040	0.372	0.120	0.505	0.067	0.250	-0.574	0.164	0.058	0.223	0.031	-0.151	0.000	0.230	0.115	0.110	0.143	0.156	0.171	0.197	0.000	0.240	0.208	0.041	0.189	0.051	0.121	-0.075	0.047	0.022	0.000	0.083	0.112	0.052	0.225	0.122	0.103	0.159	0.056	0.145	0.097	-0.088	0.132	0.086	0.240	0.174	-0.008	-0.011	0.184	0.082	0.071	0.173	0.142	0.092	0.100	0.119	0.295	0.127	0.071	-0.057	0.402	0.174	-0.188	-0.061	0.000
BsmtFinSF2	0.058	-0.110	-0.013	0.003	0.000	0.000	0.045	0.040	1.000	0.173	0.427	0.102	0.087	0.048	-0.265	0.000	0.000	0.000	0.000	0.035	0.000	0.043	0.074	0.065	0.060	0.095	0.068	0.017	0.120	-0.013	0.000	0.000	0.019	0.000	0.050	0.148	-0.065	0.000	0.000	0.000	0.000	0.000	0.043	0.000	0.111	0.058	0.000	0.040	0.012	-0.011	0.000	0.000	-0.065	0.103	-0.000	-0.025	0.128	-0.068	0.000	0.000	0.000	0.178	0.143	0.000	-0.049	0.091	0.048	-0.070	0.061	0.066	0.110	0.124	0.029
BsmtFinType1	0.097	0.110	0.020	0.107	0.183	0.507	0.521	0.372	0.173	1.000	0.446	0.421	0.085	0.577	0.287	0.250	0.053	0.016	0.122	0.093	0.071	0.298	0.216	0.213	0.123	0.115	0.453	0.222	0.093	0.149	0.214	0.078	0.225	0.080	0.156	0.280	0.105	0.102	0.167	0.208	0.149	0.169	0.281	0.090	0.046	0.019	0.056	0.076	0.066	0.059	0.236	0.135	0.083	0.197	0.074	0.007	0.292	0.072	0.165	0.240	0.189	0.045	0.052	0.125	0.211	0.094	0.052	0.096	0.389	0.114	0.330	0.250	0.000
BsmtFinType2	0.065	0.036	0.000	0.033	0.153	0.494	0.491	0.120	0.427	0.446	1.000	0.129	0.093	0.500	0.146	0.185	0.026	0.000	0.072	0.016	0.000	0.109	0.146	0.116	0.050	0.056	0.366	0.048	0.087	0.000	0.059	0.046	0.082	0.041	0.073	0.123	0.048	0.085	0.151	0.097	0.060	0.155	0.082	0.000	0.079	0.074	0.000	0.048	0.068	0.000	0.146	0.038	0.000	0.061	0.000	0.000	0.153	0.025	0.075	0.135	0.086	0.105	0.065	0.072	0.107	0.054	0.000	0.041	0.363	0.051	0.149	0.125	0.000
BsmtFullBath	0.156	0.161	0.000	0.352	0.199	0.103	0.242	0.505	0.102	0.421	0.129	1.000	0.102	0.155	0.325	0.106	0.028	0.000	0.073	0.022	0.003	0.091	0.103	0.091	0.068	0.101	0.128	0.337	0.000	0.128	0.130	0.071	0.122	0.078	0.150	0.151	0.024	0.181	0.000	0.081	0.215	0.182	0.114	0.116	0.137	0.147	0.034	0.096	0.048	0.000	0.305	0.091	0.049	0.102	0.077	0.000	0.243	0.069	0.036	0.084	0.089	0.125	0.228	0.193	0.174	0.172	0.061	0.074	0.199	0.235	0.185	0.142	0.057
BsmtHalfBath	0.000	0.000	0.062	0.032	0.066	0.062	0.046	0.067	0.087	0.085	0.093	0.102	1.000	0.053	0.055	0.014	0.000	0.000	0.000	0.000	0.056	0.052	0.066	0.068	0.026	0.000	0.069	0.165	0.000	0.030	0.072	0.027	0.061	0.032	0.026	0.077	0.000	0.161	0.000	0.008	0.102	0.498	0.000	0.018	0.034	0.000	0.033	0.000	0.036	0.000	0.089	0.018	0.000	0.039	0.000	0.008	0.142	0.000	0.104	0.065	0.015	0.160	0.140	0.253	0.080	0.005	0.000	0.000	0.000	0.000	0.094	0.085	0.022
BsmtQual	0.220	0.180	0.000	0.096	0.209	0.527	0.521	0.250	0.048	0.577	0.500	0.155	0.053	1.000	0.208	0.275	0.133	0.092	0.200	0.153	0.097	0.467	0.302	0.286	0.244	0.180	0.531	0.341	0.104	0.298	0.348	0.150	0.341	0.164	0.243	0.401	0.215	0.176	0.182	0.242	0.188	0.180	0.419	0.096	0.000	0.032	0.069	0.160	0.136	0.033	0.337	0.166	0.177	0.253	0.060	0.000	0.470	0.132	0.282	0.457	0.192	0.000	0.138	0.226	0.409	0.210	0.000	0.162	0.528	0.175	0.459	0.343	0.000
BsmtUnfSF	0.233	0.060	0.004	0.162	0.122	0.140	0.168	-0.574	-0.265	0.287	0.146	0.325	0.055	0.208	1.000	0.061	0.019	0.070	0.017	0.044	0.024	0.256	0.095	0.104	0.141	0.095	0.169	0.193	0.053	0.112	0.179	0.044	0.129	0.073	0.095	-0.188	0.260	0.122	0.000	0.097	0.150	0.064	0.195	0.066	0.050	0.086	0.022	0.105	0.048	0.026	0.160	0.072	0.077	0.168	-0.037	0.036	0.193	0.152	0.070	0.159	0.094	0.000	0.091	0.132	0.192	0.092	-0.009	0.268	0.337	-0.032	-0.140	-0.177	0.036
CentralAir	0.153	0.046	0.000	0.165	0.284	0.307	0.198	0.164	0.000	0.250	0.185	0.106	0.014	0.275	0.061	1.000	0.046	0.073	0.423	0.230	0.185	0.265	0.356	0.337	0.193	0.193	0.364	0.105	0.066	0.271	0.277	0.349	0.321	0.315	0.357	0.342	0.180	0.131	0.469	0.375	0.235	0.237	0.334	0.131	0.000	0.055	0.063	0.194	0.107	0.126	0.435	0.294	0.105	0.178	0.000	0.000	0.377	0.103	0.319	0.372	0.331	0.000	0.057	0.114	0.413	0.128	0.000	0.115	0.241	0.151	0.445	0.385	0.000
Condition1	0.065	0.062	0.166	0.060	0.074	0.042	0.058	0.058	0.000	0.053	0.026	0.028	0.000	0.133	0.019	0.046	1.000	0.227	0.021	0.024	0.000	0.131	0.076	0.083	0.000	0.050	0.084	0.064	0.000	0.067	0.065	0.034	0.122	0.035	0.092	0.108	0.065	0.070	0.000	0.160	0.083	0.063	0.088	0.000	0.000	0.036	0.147	0.046	0.111	0.000	0.106	0.074	0.000	0.051	0.000	0.000	0.186	0.062	0.052	0.063	0.100	0.069	0.065	0.000	0.066	0.036	0.000	0.064	0.054	0.060	0.122	0.090	0.000
Condition2	0.211	0.105	0.000	0.000	0.134	0.000	0.000	0.223	0.000	0.016	0.000	0.000	0.000	0.092	0.070	0.073	0.227	1.000	0.000	0.000	0.285	0.143	0.029	0.000	0.000	0.018	0.041	0.115	0.000	0.142	0.000	0.000	0.000	0.151	0.095	0.076	0.209	0.000	0.000	0.074	0.131	0.106	0.094	0.066	0.000	0.149	0.095	0.061	0.000	0.095	0.170	0.064	0.116	0.000	0.000	0.000	0.024	0.304	0.112	0.177	0.000	0.000	0.000	0.000	0.018	0.005	0.000	0.068	0.150	0.000	0.177	0.000	0.000
Electrical	0.000	0.000	0.000	0.067	0.080	0.378	0.107	0.031	0.000	0.122	0.072	0.073	0.000	0.200	0.017	0.423	0.021	0.000	1.000	0.059	0.128	0.139	0.180	0.157	0.051	0.083	0.169	0.113	0.195	0.102	0.125	0.211	0.148	0.307	0.116	0.198	0.045	0.083	0.115	0.146	0.108	0.106	0.203	0.046	0.000	0.000	0.000	0.047	0.122	0.000	0.163	0.099	0.000	0.078	0.000	0.000	0.169	0.000	0.240	0.140	0.193	0.000	0.000	0.141	0.116	0.000	0.000	0.063	0.100	0.039	0.167	0.203	0.000
EnclosedPorch	-0.130	0.040	-0.038	-0.001	0.059	0.093	0.055	-0.151	0.035	0.093	0.016	0.022	0.000	0.153	0.044	0.230	0.024	0.000	0.059	1.000	0.000	0.090	0.172	0.165	0.067	0.041	0.273	0.108	0.013	-0.185	0.251	0.102	0.135	0.100	0.099	0.298	-0.054	0.076	0.121	0.138	0.136	0.056	0.086	0.057	0.000	-0.069	0.039	-0.101	0.054	0.033	0.173	0.153	-0.180	0.107	0.048	-0.028	0.137	-0.171	0.071	0.035	0.208	0.000	0.164	0.056	-0.222	0.107	-0.080	-0.033	-0.176	-0.159	0.411	0.236	0.000
ExterCond	0.000	0.000	0.000	0.000	0.098	0.186	0.020	0.000	0.000	0.071	0.000	0.003	0.056	0.097	0.024	0.185	0.000	0.285	0.128	0.000	1.000	0.164	0.098	0.066	0.005	0.033	0.117	0.080	0.157	0.107	0.124	0.123	0.137	0.163	0.107	0.111	0.066	0.045	0.048	0.052	0.105	0.000	0.168	0.000	0.000	0.000	0.000	0.000	0.000	0.090	0.159	0.078	0.000	0.061	0.127	0.000	0.145	0.160	0.381	0.197	0.145	0.000	0.091	0.052	0.101	0.092	0.000	0.000	0.043	0.039	0.187	0.102	0.010
ExterQual	0.280	0.208	0.034	0.179	0.164	0.168	0.165	0.230	0.043	0.298	0.109	0.091	0.052	0.467	0.256	0.265	0.131	0.143	0.139	0.090	0.164	1.000	0.353	0.357	0.239	0.184	0.368	0.324	0.102	0.336	0.363	0.146	0.340	0.143	0.292	0.418	0.296	0.152	0.044	0.323	0.180	0.080	0.544	0.143	0.105	0.051	0.014	0.151	0.116	0.097	0.283	0.243	0.237	0.247	0.023	0.044	0.487	0.174	0.325	0.624	0.183	0.000	0.148	0.237	0.485	0.262	0.025	0.276	0.338	0.177	0.438	0.382	0.036
Exterior1st	0.255	0.103	0.000	0.081	0.163	0.140	0.151	0.115	0.074	0.216	0.146	0.103	0.066	0.302	0.095	0.356	0.076	0.029	0.180	0.172	0.098	0.353	1.000	0.758	0.173	0.131	0.318	0.240	0.097	0.140	0.246	0.131	0.285	0.118	0.196	0.284	0.096	0.113	0.135	0.269	0.160	0.158	0.294	0.116	0.119	0.035	0.056	0.098	0.079	0.000	0.195	0.180	0.002	0.224	0.000	0.000	0.291	0.077	0.188	0.202	0.196	0.192	0.135	0.171	0.166	0.120	0.050	0.095	0.123	0.099	0.334	0.283	0.043
Exterior2nd	0.119	0.106	0.000	0.068	0.188	0.110	0.148	0.110	0.065	0.213	0.116	0.091	0.068	0.286	0.104	0.337	0.083	0.000	0.157	0.165	0.066	0.357	0.758	1.000	0.136	0.101	0.315	0.228	0.082	0.135	0.234	0.100	0.275	0.098	0.194	0.286	0.090	0.166	0.181	0.268	0.169	0.130	0.287	0.116	0.104	0.078	0.071	0.121	0.084	0.000	0.206	0.187	0.025	0.215	0.000	0.000	0.318	0.080	0.168	0.194	0.178	0.106	0.155	0.163	0.160	0.119	0.076	0.097	0.119	0.098	0.324	0.278	0.031
FireplaceQu	0.191	0.161	0.000	0.085	0.097	0.043	0.088	0.143	0.060	0.123	0.050	0.068	0.026	0.244	0.141	0.193	0.000	0.000	0.051	0.067	0.005	0.239	0.173	0.136	1.000	0.581	0.114	0.192	0.101	0.182	0.227	0.096	0.234	0.095	0.182	0.203	0.231	0.172	0.000	0.119	0.113	0.076	0.260	0.067	0.012	0.095	0.052	0.136	0.121	0.000	0.188	0.118	0.160	0.200	0.000	0.027	0.305	0.059	0.089	0.273	0.122	0.062	0.085	0.120	0.278	0.127	0.055	0.175	0.195	0.126	0.215	0.228	0.000
Fireplaces	0.253	0.140	0.000	0.100	0.125	0.050	0.124	0.156	0.095	0.115	0.056	0.101	0.000	0.180	0.095	0.193	0.050	0.018	0.083	0.041	0.033	0.184	0.131	0.101	0.581	1.000	0.120	0.178	0.000	0.174	0.202	0.116	0.227	0.123	0.232	0.155	0.275	0.167	0.000	0.097	0.101	0.087	0.177	0.037	0.107	0.170	0.048	0.144	0.116	0.000	0.222	0.133	0.146	0.131	0.000	0.000	0.303	0.099	0.105	0.261	0.108	0.088	0.082	0.091	0.287	0.079	0.120	0.209	0.205	0.144	0.169	0.146	0.037
Foundation	0.103	0.166	0.135	0.086	0.193	0.414	0.407	0.171	0.068	0.453	0.366	0.128	0.069	0.531	0.169	0.364	0.084	0.041	0.169	0.273	0.117	0.368	0.318	0.315	0.114	0.120	1.000	0.288	0.090	0.187	0.272	0.137	0.309	0.197	0.237	0.426	0.149	0.161	0.222	0.292	0.216	0.161	0.344	0.103	0.047	0.000	0.047	0.227	0.124	0.031	0.360	0.227	0.074	0.207	0.099	0.000	0.418	0.128	0.255	0.290	0.236	0.000	0.097	0.163	0.259	0.149	0.000	0.119	0.352	0.140	0.508	0.332	0.033
FullBath	0.276	0.399	0.000	0.445	0.105	0.140	0.093	0.197	0.017	0.222	0.048	0.337	0.165	0.341	0.193	0.105	0.064	0.115	0.113	0.108	0.080	0.324	0.240	0.228	0.192	0.178	0.288	1.000	0.068	0.276	0.329	0.091	0.268	0.092	0.271	0.336	0.470	0.239	0.000	0.202	0.237	0.112	0.278	0.117	0.156	0.190	0.044	0.136	0.099	0.000	0.314	0.176	0.185	0.176	0.041	0.038	0.372	0.168	0.311	0.403	0.101	0.109	0.195	0.188	0.410	0.136	0.000	0.390	0.243	0.250	0.355	0.273	0.000
Functional	0.037	0.026	0.000	0.029	0.042	0.198	0.048	0.000	0.120	0.093	0.087	0.000	0.000	0.104	0.053	0.066	0.000	0.000	0.195	0.013	0.157	0.102	0.097	0.082	0.101	0.000	0.090	0.068	1.000	0.000	0.038	0.064	0.073	0.110	0.148	0.076	0.063	0.034	0.065	0.029	0.039	0.000	0.077	0.000	0.098	0.109	0.000	0.048	0.000	0.074	0.092	0.000	0.000	0.174	0.099	0.034	0.084	0.087	0.169	0.114	0.062	0.170	0.138	0.032	0.034	0.023	0.094	0.026	0.000	0.074	0.083	0.058	0.041
GarageArea	0.490	0.094	0.036	0.110	0.150	0.076	0.149	0.240	-0.013	0.149	0.000	0.128	0.030	0.298	0.112	0.271	0.067	0.142	0.102	-0.185	0.107	0.336	0.140	0.135	0.182	0.174	0.187	0.276	0.000	1.000	0.772	0.455	0.624	0.462	0.448	-0.549	0.467	0.154	0.051	0.142	0.122	0.087	0.335	0.109	0.058	0.367	0.051	0.350	0.118	-0.057	0.195	0.176	0.366	0.242	-0.034	0.033	0.257	0.340	0.138	0.254	0.269	0.000	0.068	0.157	0.654	0.128	0.031	0.331	0.486	0.248	-0.530	-0.401	0.000
GarageCars	0.254	0.227	0.000	0.135	0.150	0.097	0.144	0.208	0.000	0.214	0.059	0.130	0.072	0.348	0.179	0.277	0.065	0.000	0.125	0.251	0.124	0.363	0.246	0.234	0.227	0.202	0.272	0.329	0.038	0.772	1.000	0.505	0.636	0.508	0.537	0.440	0.285	0.199	0.092	0.179	0.169	0.121	0.361	0.092	0.023	0.148	0.044	0.200	0.116	0.088	0.295	0.145	0.202	0.260	0.000	0.000	0.390	0.129	0.220	0.404	0.261	0.000	0.133	0.217	0.418	0.192	0.000	0.247	0.284	0.150	0.341	0.271	0.000
GarageCond	0.063	0.053	0.000	0.075	0.102	0.177	0.060	0.041	0.000	0.078	0.046	0.071	0.027	0.150	0.044	0.349	0.034	0.000	0.211	0.102	0.123	0.146	0.131	0.100	0.096	0.116	0.137	0.091	0.064	0.455	0.505	1.000	0.587	0.698	0.460	0.341	0.103	0.115	0.168	0.093	0.128	0.186	0.183	0.000	0.000	0.000	0.040	0.049	0.046	0.097	0.210	0.100	0.000	0.109	0.059	0.025	0.170	0.000	0.135	0.162	0.302	0.046	0.028	0.079	0.183	0.043	0.000	0.085	0.074	0.046	0.200	0.108	0.000
GarageFinish	0.221	0.176	0.000	0.128	0.186	0.122	0.155	0.189	0.019	0.225	0.082	0.122	0.061	0.341	0.129	0.321	0.122	0.000	0.148	0.135	0.137	0.340	0.285	0.275	0.234	0.227	0.309	0.268	0.073	0.624	0.636	0.587	1.000	0.589	0.685	0.465	0.244	0.200	0.113	0.242	0.209	0.139	0.318	0.104	0.000	0.115	0.032	0.162	0.140	0.112	0.383	0.194	0.158	0.221	0.000	0.000	0.417	0.147	0.233	0.372	0.269	0.000	0.095	0.188	0.392	0.171	0.013	0.203	0.246	0.189	0.391	0.287	0.000
GarageQual	0.068	0.100	0.028	0.085	0.118	0.213	0.056	0.051	0.000	0.080	0.041	0.078	0.032	0.164	0.073	0.315	0.035	0.151	0.307	0.100	0.163	0.143	0.118	0.098	0.095	0.123	0.197	0.092	0.110	0.462	0.508	0.698	0.589	1.000	0.459	0.349	0.155	0.108	0.128	0.090	0.144	0.125	0.182	0.041	0.000	0.073	0.000	0.077	0.076	0.162	0.235	0.125	0.000	0.121	0.054	0.000	0.197	0.085	0.164	0.160	0.281	0.084	0.000	0.081	0.222	0.025	0.156	0.121	0.075	0.052	0.237	0.114	0.026
GarageType	0.163	0.223	0.000	0.152	0.179	0.113	0.137	0.121	0.050	0.156	0.073	0.150	0.026	0.243	0.095	0.357	0.092	0.095	0.116	0.099	0.107	0.292	0.196	0.194	0.182	0.232	0.237	0.271	0.148	0.448	0.537	0.460	0.685	0.459	1.000	0.306	0.188	0.238	0.098	0.160	0.204	0.177	0.263	0.120	0.113	0.160	0.055	0.164	0.147	0.080	0.334	0.212	0.094	0.217	0.000	0.024	0.300	0.090	0.169	0.226	0.288	0.003	0.066	0.146	0.250	0.101	0.018	0.177	0.178	0.124	0.266	0.192	0.000
GarageYrBlt_Age	-0.223	-0.080	-0.017	0.051	0.180	0.149	0.145	-0.075	0.148	0.280	0.123	0.151	0.077	0.401	-0.188	0.342	0.108	0.076	0.198	0.298	0.111	0.418	0.284	0.286	0.203	0.155	0.426	0.336	0.076	-0.549	0.440	0.341	0.465	0.349	0.306	1.000	-0.285	0.195	0.122	0.331	0.228	0.196	0.390	0.133	0.087	-0.046	0.087	-0.104	0.152	0.016	0.294	0.230	-0.298	0.276	0.056	-0.014	0.400	-0.390	0.212	0.232	0.238	0.038	0.133	0.206	-0.580	0.161	0.100	-0.198	-0.326	-0.277	0.850	0.704	0.000
GrLivArea	0.487	0.643	0.036	0.539	0.104	0.038	0.098	0.047	-0.065	0.105	0.048	0.024	0.000	0.215	0.260	0.180	0.065	0.209	0.045	-0.054	0.066	0.296	0.096	0.090	0.231	0.275	0.149	0.470	0.063	0.467	0.285	0.103	0.244	0.155	0.188	-0.285	1.000	0.292	0.091	0.134	0.294	0.061	0.268	0.077	0.000	0.442	0.075	0.338	0.117	0.057	0.289	0.121	0.325	0.147	-0.069	0.081	0.239	0.396	0.123	0.277	0.124	0.142	0.070	0.086	0.729	0.046	0.086	0.828	0.366	0.229	-0.292	-0.284	0.044
HalfBath	0.115	0.453	0.000	0.254	0.215	0.095	0.107	0.022	0.000	0.102	0.085	0.181	0.161	0.176	0.122	0.131	0.070	0.000	0.083	0.076	0.045	0.152	0.113	0.166	0.172	0.167	0.161	0.239	0.034	0.154	0.199	0.115	0.200	0.108	0.238	0.195	0.292	1.000	0.000	0.101	0.463	0.179	0.145	0.019	0.057	0.064	0.021	0.129	0.088	0.000	0.527	0.140	0.137	0.097	0.000	0.058	0.299	0.148	0.076	0.224	0.081	0.010	0.161	0.145	0.211	0.033	0.051	0.256	0.150	0.085	0.222	0.203	0.000
Heating	0.000	0.065	0.000	0.066	0.112	0.190	0.177	0.000	0.000	0.167	0.151	0.000	0.000	0.182	0.000	0.469	0.000	0.000	0.115	0.121	0.048	0.044	0.135	0.181	0.000	0.000	0.222	0.000	0.065	0.051	0.092	0.168	0.113	0.128	0.098	0.122	0.091	0.000	1.000	0.244	0.143	0.091	0.158	0.000	0.000	0.000	0.000	0.108	0.000	0.308	0.156	0.057	0.000	0.000	0.000	0.000	0.056	0.079	0.095	0.167	0.151	0.000	0.000	0.000	0.082	0.065	0.085	0.035	0.136	0.000	0.167	0.091	0.028
HeatingQC	0.112	0.116	0.000	0.021	0.114	0.099	0.091	0.083	0.000	0.208	0.097	0.081	0.008	0.242	0.097	0.375	0.160	0.074	0.146	0.138	0.052	0.323	0.269	0.268	0.119	0.097	0.292	0.202	0.029	0.142	0.179	0.093	0.242	0.090	0.160	0.331	0.134	0.101	0.244	1.000	0.169	0.097	0.320	0.056	0.052	0.000	0.025	0.066	0.059	0.063	0.241	0.117	0.036	0.157	0.000	0.021	0.298	0.106	0.181	0.262	0.176	0.000	0.000	0.148	0.241	0.132	0.000	0.099	0.140	0.119	0.337	0.333	0.000
HouseStyle	0.152	0.433	0.000	0.243	0.158	0.080	0.201	0.112	0.000	0.149	0.060	0.215	0.102	0.188	0.150	0.235	0.083	0.131	0.108	0.136	0.105	0.180	0.160	0.169	0.113	0.101	0.216	0.237	0.039	0.122	0.169	0.128	0.209	0.144	0.204	0.228	0.294	0.463	0.143	0.169	1.000	0.149	0.146	0.128	0.000	0.000	0.000	0.135	0.079	0.270	0.853	0.186	0.048	0.165	0.000	0.000	0.297	0.127	0.123	0.143	0.163	0.052	0.098	0.091	0.131	0.055	0.074	0.270	0.183	0.052	0.291	0.206	0.000
KitchenAbvGr	0.000	0.031	0.000	0.237	0.493	0.178	0.167	0.052	0.000	0.169	0.155	0.182	0.498	0.180	0.064	0.237	0.063	0.106	0.106	0.056	0.000	0.080	0.158	0.130	0.076	0.087	0.161	0.112	0.000	0.087	0.121	0.186	0.139	0.125	0.177	0.196	0.061	0.179	0.091	0.097	0.149	1.000	0.099	0.000	0.000	0.000	0.042	0.074	0.039	0.000	0.499	0.091	0.000	0.000	0.000	0.014	0.104	0.000	0.076	0.103	0.124	0.195	0.168	0.330	0.045	0.000	0.000	0.172	0.147	0.000	0.214	0.114	0.000
KitchenQual	0.261	0.175	0.000	0.134	0.143	0.136	0.148	0.225	0.043	0.281	0.082	0.114	0.000	0.419	0.195	0.334	0.088	0.094	0.203	0.086	0.168	0.544	0.294	0.287	0.260	0.177	0.344	0.278	0.077	0.335	0.361	0.183	0.318	0.182	0.263	0.390	0.268	0.145	0.158	0.320	0.146	0.099	1.000	0.100	0.065	0.061	0.000	0.146	0.092	0.065	0.281	0.175	0.182	0.220	0.033	0.031	0.447	0.156	0.250	0.537	0.185	0.000	0.111	0.212	0.462	0.208	0.027	0.235	0.300	0.189	0.404	0.418	0.000
LandContour	0.048	0.056	0.066	0.116	0.074	0.065	0.178	0.122	0.000	0.090	0.000	0.116	0.018	0.096	0.066	0.131	0.000	0.066	0.046	0.057	0.000	0.143	0.116	0.116	0.067	0.037	0.103	0.117	0.000	0.109	0.092	0.000	0.104	0.041	0.120	0.133	0.077	0.019	0.000	0.056	0.128	0.000	0.100	1.000	0.433	0.260	0.047	0.130	0.098	0.074	0.148	0.104	0.029	0.085	0.000	0.071	0.350	0.000	0.108	0.167	0.120	0.181	0.175	0.121	0.088	0.039	0.000	0.068	0.096	0.110	0.166	0.130	0.000
LandSlope	0.000	0.020	0.070	0.130	0.003	0.163	0.193	0.103	0.111	0.046	0.079	0.137	0.034	0.000	0.050	0.000	0.000	0.000	0.000	0.000	0.000	0.105	0.119	0.104	0.012	0.107	0.047	0.156	0.098	0.058	0.023	0.000	0.000	0.000	0.113	0.087	0.000	0.057	0.000	0.052	0.000	0.000	0.065	0.433	1.000	0.370	0.049	0.112	0.063	0.054	0.111	0.070	0.000	0.019	0.000	0.023	0.285	0.000	0.229	0.179	0.000	0.380	0.366	0.059	0.032	0.000	0.091	0.079	0.000	0.091	0.097	0.076	0.000
LotArea	0.433	0.117	0.061	0.336	0.235	0.000	0.126	0.159	0.058	0.019	0.074	0.147	0.000	0.032	0.086	0.055	0.036	0.149	0.000	-0.069	0.000	0.051	0.035	0.078	0.095	0.170	0.000	0.190	0.109	0.367	0.148	0.000	0.115	0.073	0.160	-0.046	0.442	0.064	0.000	0.000	0.000	0.000	0.061	0.260	0.370	1.000	0.107	0.568	0.244	-0.028	0.172	0.191	0.178	0.106	0.037	0.008	0.212	0.176	0.000	0.062	0.096	0.321	0.180	0.000	0.449	0.000	0.091	0.406	0.360	0.181	-0.105	-0.073	0.000
LotConfig	0.041	0.046	0.044	0.000	0.068	0.014	0.047	0.056	0.000	0.056	0.000	0.034	0.033	0.069	0.022	0.063	0.147	0.095	0.000	0.039	0.000	0.014	0.056	0.071	0.052	0.048	0.047	0.044	0.000	0.051	0.044	0.040	0.032	0.000	0.055	0.087	0.075	0.021	0.000	0.025	0.000	0.042	0.000	0.047	0.049	0.107	1.000	0.145	0.217	0.000	0.079	0.063	0.036	0.000	0.000	0.030	0.135	0.000	0.002	0.019	0.025	0.073	0.068	0.025	0.082	0.000	0.040	0.000	0.042	0.034	0.106	0.082	0.039
LotFrontage	0.385	0.052	0.045	0.289	0.395	0.087	0.085	0.145	0.040	0.076	0.048	0.096	0.000	0.160	0.105	0.194	0.046	0.061	0.047	-0.101	0.000	0.151	0.098	0.121	0.136	0.144	0.227	0.136	0.048	0.350	0.200	0.049	0.162	0.077	0.164	-0.104	0.338	0.129	0.108	0.066	0.135	0.074	0.146	0.130	0.112	0.568	0.145	1.000	0.264	-0.042	0.305	0.238	0.260	0.168	0.021	0.024	0.299	0.163	0.063	0.127	0.155	0.000	0.083	0.080	0.388	0.033	0.039	0.323	0.352	0.109	-0.193	-0.105	0.023
LotShape	0.088	0.146	0.000	0.034	0.087	0.065	0.093	0.097	0.012	0.066	0.068	0.048	0.036	0.136	0.048	0.107	0.111	0.000	0.122	0.054	0.000	0.116	0.079	0.084	0.121	0.116	0.124	0.099	0.000	0.118	0.116	0.046	0.140	0.076	0.147	0.152	0.117	0.088	0.000	0.059	0.079	0.039	0.092	0.098	0.063	0.244	0.217	0.264	1.000	0.000	0.166	0.152	0.059	0.073	0.000	0.000	0.243	0.057	0.063	0.110	0.078	0.014	0.000	0.015	0.201	0.000	0.047	0.084	0.084	0.106	0.179	0.140	0.000
LowQualFinSF	-0.043	0.050	0.025	0.014	0.078	0.075	0.000	-0.088	-0.011	0.059	0.000	0.000	0.000	0.033	0.026	0.126	0.000	0.095	0.000	0.033	0.090	0.097	0.000	0.000	0.000	0.000	0.031	0.000	0.074	-0.057	0.088	0.097	0.112	0.162	0.080	0.016	0.057	0.000	0.308	0.063	0.270	0.000	0.065	0.074	0.054	-0.028	0.000	-0.042	0.000	1.000	0.225	0.146	-0.106	0.000	0.040	0.003	0.113	0.011	0.079	0.025	0.092	0.060	0.000	0.000	-0.074	0.000	-0.017	0.038	-0.088	-0.038	0.141	0.065	0.022
MSSubClass	0.206	0.392	0.000	0.342	0.891	0.203	0.264	0.132	0.000	0.236	0.146	0.305	0.089	0.337	0.160	0.435	0.106	0.170	0.163	0.173	0.159	0.283	0.195	0.206	0.188	0.222	0.360	0.314	0.092	0.195	0.295	0.210	0.383	0.235	0.334	0.294	0.289	0.527	0.156	0.241	0.853	0.499	0.281	0.148	0.111	0.172	0.079	0.305	0.166	0.225	1.000	0.339	0.068	0.229	0.031	0.009	0.375	0.126	0.190	0.202	0.310	0.091	0.264	0.148	0.216	0.092	0.000	0.281	0.249	0.102	0.386	0.252	0.000
MSZoning	0.159	0.164	0.000	0.166	0.188	0.079	0.064	0.086	0.000	0.135	0.038	0.091	0.018	0.166	0.072	0.294	0.074	0.064	0.099	0.153	0.078	0.243	0.180	0.187	0.118	0.133	0.227	0.176	0.000	0.176	0.145	0.100	0.194	0.125	0.212	0.230	0.121	0.140	0.057	0.117	0.186	0.091	0.175	0.104	0.070	0.191	0.063	0.238	0.152	0.146	0.339	1.000	0.061	0.099	0.000	0.026	0.641	0.146	0.163	0.190	0.218	0.000	0.073	0.138	0.205	0.151	0.000	0.174	0.167	0.068	0.294	0.195	0.000
MasVnrArea	0.353	0.064	0.046	0.116	0.000	0.000	0.078	0.240	-0.065	0.083	0.000	0.049	0.000	0.177	0.077	0.105	0.000	0.116	0.000	-0.180	0.000	0.237	0.002	0.025	0.160	0.146	0.074	0.185	0.000	0.366	0.202	0.000	0.158	0.000	0.094	-0.298	0.325	0.137	0.000	0.036	0.048	0.000	0.182	0.029	0.000	0.178	0.036	0.260	0.059	-0.106	0.068	0.061	1.000	0.403	-0.064	0.022	0.185	0.207	0.037	0.189	0.073	0.124	0.107	0.052	0.427	0.032	0.033	0.269	0.360	0.170	-0.403	-0.234	0.032
MasVnrType	0.220	0.122	0.000	0.056	0.088	0.058	0.128	0.174	0.103	0.197	0.061	0.102	0.039	0.253	0.168	0.178	0.051	0.000	0.078	0.107	0.061	0.247	0.224	0.215	0.200	0.131	0.207	0.176	0.174	0.242	0.260	0.109	0.221	0.121	0.217	0.276	0.147	0.097	0.000	0.157	0.165	0.000	0.220	0.085	0.019	0.106	0.000	0.168	0.073	0.000	0.229	0.099	0.403	1.000	0.000	0.000	0.381	0.107	0.165	0.278	0.147	0.039	0.132	0.196	0.248	0.184	0.000	0.151	0.245	0.132	0.304	0.277	0.022
MiscVal	-0.046	-0.028	0.012	-0.005	0.000	0.064	0.053	-0.008	-0.000	0.074	0.000	0.077	0.000	0.060	-0.037	0.000	0.000	0.000	0.000	0.048	0.127	0.023	0.000	0.000	0.000	0.000	0.099	0.041	0.099	-0.034	0.000	0.059	0.000	0.054	0.000	0.056	-0.069	0.000	0.000	0.000	0.000	0.000	0.033	0.000	0.000	0.037	0.000	0.021	0.000	0.040	0.031	0.000	-0.064	0.000	1.000	0.009	0.000	-0.033	0.046	0.000	0.000	0.000	0.000	0.000	-0.085	0.172	-0.003	-0.042	-0.081	0.020	0.084	0.110	0.000
MoSold	0.056	0.043	0.041	0.048	0.007	0.000	0.008	-0.011	-0.025	0.007	0.000	0.000	0.008	0.000	0.036	0.000	0.000	0.000	0.000	-0.028	0.000	0.044	0.000	0.000	0.027	0.000	0.000	0.038	0.034	0.033	0.000	0.025	0.000	0.000	0.024	-0.014	0.081	0.058	0.000	0.021	0.000	0.014	0.031	0.071	0.023	0.008	0.030	0.024	0.000	0.003	0.009	0.026	0.022	0.000	0.009	1.000	0.054	0.067	0.025	0.061	0.000	0.000	0.007	0.052	0.070	0.032	0.022	0.036	0.037	0.039	-0.021	-0.025	0.156
Neighborhood	0.227	0.238	0.000	0.207	0.419	0.130	0.238	0.184	0.128	0.292	0.153	0.243	0.142	0.470	0.193	0.377	0.186	0.024	0.169	0.137	0.145	0.487	0.291	0.318	0.305	0.303	0.418	0.372	0.084	0.257	0.390	0.170	0.417	0.197	0.300	0.400	0.239	0.299	0.056	0.298	0.297	0.104	0.447	0.350	0.285	0.212	0.135	0.299	0.243	0.113	0.375	0.641	0.185	0.381	0.000	0.054	1.000	0.122	0.223	0.322	0.308	0.117	0.205	0.223	0.316	0.170	0.043	0.206	0.237	0.195	0.482	0.394	0.000
OpenPorchSF	0.233	0.220	0.016	0.097	0.000	0.000	0.025	0.082	-0.068	0.072	0.025	0.069	0.000	0.132	0.152	0.103	0.062	0.304	0.000	-0.171	0.160	0.174	0.077	0.080	0.059	0.099	0.128	0.168	0.087	0.340	0.129	0.000	0.147	0.085	0.090	-0.390	0.396	0.148	0.079	0.106	0.127	0.000	0.156	0.000	0.000	0.176	0.000	0.163	0.057	0.011	0.126	0.146	0.207	0.107	-0.033	0.067	0.122	1.000	0.054	0.133	0.033	0.000	0.000	0.072	0.481	0.056	0.002	0.283	0.270	0.124	-0.394	-0.355	0.000
OverallCond	0.075	0.092	0.006	0.074	0.131	0.414	0.104	0.071	0.000	0.165	0.075	0.036	0.104	0.282	0.070	0.319	0.052	0.112	0.240	0.071	0.381	0.325	0.188	0.168	0.089	0.105	0.255	0.311	0.169	0.138	0.220	0.135	0.233	0.164	0.169	0.212	0.123	0.076	0.095	0.181	0.123	0.076	0.250	0.108	0.229	0.000	0.002	0.063	0.063	0.079	0.190	0.163	0.037	0.165	0.046	0.025	0.223	0.054	1.000	0.328	0.192	0.000	0.047	0.116	0.162	0.104	0.024	0.063	0.101	0.061	0.250	0.168	0.052
OverallQual	0.237	0.196	0.000	0.140	0.126	0.308	0.211	0.173	0.000	0.240	0.135	0.084	0.065	0.457	0.159	0.372	0.063	0.177	0.140	0.035	0.197	0.624	0.202	0.194	0.273	0.261	0.290	0.403	0.114	0.254	0.404	0.162	0.372	0.160	0.226	0.232	0.277	0.224	0.167	0.262	0.143	0.103	0.537	0.167	0.179	0.062	0.019	0.127	0.110	0.025	0.202	0.190	0.189	0.278	0.000	0.061	0.322	0.133	0.328	1.000	0.172	0.064	0.117	0.152	0.385	0.162	0.000	0.196	0.269	0.115	0.262	0.220	0.000
PavedDrive	0.101	0.110	0.000	0.100	0.140	0.165	0.103	0.142	0.000	0.189	0.086	0.089	0.015	0.192	0.094	0.331	0.100	0.000	0.193	0.208	0.145	0.183	0.196	0.178	0.122	0.108	0.236	0.101	0.062	0.269	0.261	0.302	0.269	0.281	0.288	0.238	0.124	0.081	0.151	0.176	0.163	0.124	0.185	0.120	0.000	0.096	0.025	0.155	0.078	0.092	0.310	0.218	0.073	0.147	0.000	0.000	0.308	0.033	0.192	0.172	1.000	0.000	0.108	0.107	0.219	0.070	0.000	0.096	0.159	0.077	0.350	0.179	0.000
RoofMatl	0.216	0.107	0.151	0.111	0.040	0.052	0.121	0.092	0.178	0.045	0.105	0.125	0.160	0.000	0.000	0.000	0.069	0.000	0.000	0.000	0.000	0.000	0.192	0.106	0.062	0.088	0.000	0.109	0.170	0.000	0.000	0.046	0.000	0.084	0.003	0.038	0.142	0.010	0.000	0.000	0.052	0.195	0.000	0.181	0.380	0.321	0.073	0.000	0.014	0.060	0.091	0.000	0.124	0.039	0.000	0.000	0.117	0.000	0.000	0.064	0.000	1.000	0.474	0.047	0.179	0.000	0.106	0.082	0.156	0.177	0.076	0.054	0.000
RoofStyle	0.141	0.143	0.000	0.190	0.005	0.051	0.119	0.100	0.143	0.052	0.065	0.228	0.140	0.138	0.091	0.057	0.065	0.000	0.000	0.164	0.091	0.148	0.135	0.155	0.085	0.082	0.097	0.195	0.138	0.068	0.133	0.028	0.095	0.000	0.066	0.133	0.070	0.161	0.000	0.000	0.098	0.168	0.111	0.175	0.366	0.180	0.068	0.083	0.000	0.000	0.264	0.073	0.107	0.132	0.000	0.007	0.205	0.000	0.047	0.117	0.108	0.474	1.000	0.086	0.116	0.000	0.072	0.085	0.137	0.045	0.157	0.068	0.018
SaleCondition	0.114	0.045	0.000	0.112	0.149	0.097	0.115	0.119	0.000	0.125	0.072	0.193	0.253	0.226	0.132	0.114	0.000	0.000	0.141	0.056	0.052	0.237	0.171	0.163	0.120	0.091	0.163	0.188	0.032	0.157	0.217	0.079	0.188	0.081	0.146	0.206	0.086	0.145	0.000	0.148	0.091	0.330	0.212	0.121	0.059	0.000	0.025	0.080	0.015	0.000	0.148	0.138	0.052	0.196	0.000	0.052	0.223	0.072	0.116	0.152	0.107	0.047	0.086	1.000	0.169	0.471	0.000	0.092	0.138	0.000	0.199	0.239	0.082
SalePrice	0.568	0.295	0.067	0.229	0.090	0.152	0.212	0.295	-0.049	0.211	0.107	0.174	0.080	0.409	0.192	0.413	0.066	0.018	0.116	-0.222	0.101	0.485	0.166	0.160	0.278	0.287	0.259	0.410	0.034	0.654	0.418	0.183	0.392	0.222	0.250	-0.580	0.729	0.211	0.082	0.241	0.131	0.045	0.462	0.088	0.032	0.449	0.082	0.388	0.201	-0.074	0.216	0.205	0.427	0.248	-0.085	0.070	0.316	0.481	0.162	0.385	0.219	0.179	0.116	0.169	1.000	0.130	0.101	0.534	0.601	0.355	-0.661	-0.577	0.000
SaleType	0.088	0.009	0.000	0.057	0.101	0.073	0.093	0.127	0.091	0.094	0.054	0.172	0.005	0.210	0.092	0.128	0.036	0.005	0.000	0.107	0.092	0.262	0.120	0.119	0.127	0.079	0.149	0.136	0.023	0.128	0.192	0.043	0.171	0.025	0.101	0.161	0.046	0.033	0.065	0.132	0.055	0.000	0.208	0.039	0.000	0.000	0.000	0.033	0.000	0.000	0.092	0.151	0.032	0.184	0.172	0.032	0.170	0.056	0.104	0.162	0.070	0.000	0.000	0.471	0.130	1.000	0.000	0.046	0.093	0.000	0.154	0.190	0.087
ScreenPorch	0.108	0.010	-0.037	0.035	0.000	0.000	0.014	0.071	0.048	0.052	0.000	0.061	0.000	0.000	-0.009	0.000	0.000	0.000	0.000	-0.080	0.000	0.025	0.050	0.076	0.055	0.120	0.000	0.000	0.094	0.031	0.000	0.000	0.013	0.156	0.018	0.100	0.086	0.051	0.085	0.000	0.074	0.000	0.027	0.000	0.091	0.091	0.040	0.039	0.047	-0.017	0.000	0.000	0.033	0.000	-0.003	0.022	0.043	0.002	0.024	0.000	0.000	0.106	0.072	0.000	0.101	0.000	1.000	0.031	0.089	-0.093	0.073	0.046	0.000
TotRmsAbvGrd	0.360	0.583	0.005	0.666	0.199	0.069	0.083	-0.057	-0.070	0.096	0.041	0.074	0.000	0.162	0.268	0.115	0.064	0.068	0.063	-0.033	0.000	0.276	0.095	0.097	0.175	0.209	0.119	0.390	0.026	0.331	0.247	0.085	0.203	0.121	0.177	-0.198	0.828	0.256	0.035	0.099	0.270	0.172	0.235	0.068	0.079	0.406	0.000	0.323	0.084	0.038	0.281	0.174	0.269	0.151	-0.042	0.036	0.206	0.283	0.063	0.196	0.096	0.082	0.085	0.092	0.534	0.046	0.031	1.000	0.234	0.170	-0.180	-0.201	0.000
TotalBsmtSF	0.831	-0.296	0.046	0.056	0.209	0.451	0.477	0.402	0.061	0.389	0.363	0.199	0.000	0.528	0.337	0.241	0.054	0.150	0.100	-0.176	0.043	0.338	0.123	0.119	0.195	0.205	0.352	0.243	0.000	0.486	0.284	0.074	0.246	0.075	0.178	-0.326	0.366	0.150	0.136	0.140	0.183	0.147	0.300	0.096	0.000	0.360	0.042	0.352	0.084	-0.088	0.249	0.167	0.360	0.245	-0.081	0.037	0.237	0.270	0.101	0.269	0.159	0.156	0.137	0.138	0.601	0.093	0.089	0.234	1.000	0.230	-0.428	-0.302	0.000
WoodDeckSF	0.214	0.075	-0.023	0.059	0.084	0.025	0.165	0.174	0.066	0.114	0.051	0.235	0.000	0.175	-0.032	0.151	0.060	0.000	0.039	-0.159	0.039	0.177	0.099	0.098	0.126	0.144	0.140	0.250	0.074	0.248	0.150	0.046	0.189	0.052	0.124	-0.277	0.229	0.085	0.000	0.119	0.052	0.000	0.189	0.110	0.091	0.181	0.034	0.109	0.106	-0.038	0.102	0.068	0.170	0.132	0.020	0.039	0.195	0.124	0.061	0.115	0.077	0.177	0.045	0.000	0.355	0.000	-0.093	0.170	0.230	1.000	-0.287	-0.235	0.043
YearBuilt_Age	-0.294	-0.031	-0.020	0.034	0.253	0.190	0.186	-0.188	0.110	0.330	0.149	0.185	0.094	0.459	-0.140	0.445	0.122	0.177	0.167	0.411	0.187	0.438	0.334	0.324	0.215	0.169	0.508	0.355	0.083	-0.530	0.341	0.200	0.391	0.237	0.266	0.850	-0.292	0.222	0.167	0.337	0.291	0.214	0.404	0.166	0.097	-0.105	0.106	-0.193	0.179	0.141	0.386	0.294	-0.403	0.304	0.084	-0.021	0.482	-0.394	0.250	0.262	0.350	0.076	0.157	0.199	-0.661	0.154	0.073	-0.180	-0.428	-0.287	1.000	0.692	0.000
YearRemodAdd_Age	-0.240	-0.074	-0.054	0.056	0.191	0.117	0.153	-0.061	0.124	0.250	0.125	0.142	0.085	0.343	-0.177	0.385	0.090	0.000	0.203	0.236	0.102	0.382	0.283	0.278	0.228	0.146	0.332	0.273	0.058	-0.401	0.271	0.108	0.287	0.114	0.192	0.704	-0.284	0.203	0.091	0.333	0.206	0.114	0.418	0.130	0.076	-0.073	0.082	-0.105	0.140	0.065	0.252	0.195	-0.234	0.277	0.110	-0.025	0.394	-0.355	0.168	0.220	0.179	0.054	0.068	0.239	-0.577	0.190	0.046	-0.201	-0.302	-0.235	0.692	1.000	0.000
YrSold_Age	0.033	0.000	0.000	0.014	0.000	0.051	0.028	0.000	0.029	0.000	0.000	0.057	0.022	0.000	0.036	0.000	0.000	0.000	0.000	0.000	0.010	0.036	0.043	0.031	0.000	0.037	0.033	0.000	0.041	0.000	0.000	0.000	0.000	0.026	0.000	0.000	0.044	0.000	0.028	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.039	0.023	0.000	0.022	0.000	0.000	0.032	0.022	0.000	0.156	0.000	0.000	0.052	0.000	0.000	0.000	0.018	0.082	0.000	0.087	0.000	0.000	0.000	0.043	0.000	0.000	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	LotFrontage	LotArea	MasVnrArea	BsmtFinSF1	BsmtFinSF2	BsmtUnfSF	TotalBsmtSF	1stFlrSF	2ndFlrSF	GrLivArea	BsmtFullBath	BsmtHalfBath	FullBath	HalfBath	BedroomAbvGr	KitchenAbvGr	TotRmsAbvGrd	Fireplaces	GarageCars	GarageArea	WoodDeckSF	OpenPorchSF	EnclosedPorch	3SsnPorch	MiscVal	MoSold	SalePrice	YearBuilt_Age	YearRemodAdd_Age	GarageYrBlt_Age	YrSold_Age	MSSubClass	MSZoning	LotShape	LandContour	LotConfig	LandSlope	Neighborhood	Condition1	Condition2	BldgType	HouseStyle	OverallQual	OverallCond	RoofStyle	RoofMatl	Exterior1st	Exterior2nd	MasVnrType	ExterQual	ExterCond	Foundation	BsmtQual	BsmtCond	BsmtExposure	BsmtFinType1	BsmtFinType2	Heating	HeatingQC	CentralAir	Electrical	KitchenQual	Functional	FireplaceQu	GarageType	GarageFinish	GarageQual	GarageCond	PavedDrive	SaleType	SaleCondition
0	65.000000	8450.0	196.0	706.0	0.0	150.0	856.0	856.0	854.0	1710.0	1.0	0.0	2.0	1.0	3.0	1.0	8.0	0.0	2.0	548.0	0.0	61.0	0.0	0.0	0.0	2.0	208500.0	21.0	21.0	21.0	16.0	2-STORY 1946 & NEWER	RL	Reg	Lvl	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	Good	Average	Gable	CompShg	VinylSd	VinylSd	BrkFace	Gd	TA	PConc	Gd	TA	No	GLQ	Unf	GasA	Ex	Y	SBrkr	Gd	Typ	NA	Attchd	RFn	TA	TA	Y	WD	Normal
1	80.000000	9600.0	0.0	978.0	0.0	284.0	1262.0	1262.0	0.0	1262.0	0.0	1.0	2.0	0.0	3.0	1.0	6.0	1.0	2.0	460.0	298.0	0.0	0.0	0.0	0.0	5.0	181500.0	48.0	48.0	48.0	17.0	1-STORY 1946 & NEWER ALL STYLES	RL	Reg	Lvl	FR2	Gtl	Veenker	Feedr	Norm	1Fam	1Story	Above Average	Very Good	Gable	CompShg	MetalSd	MetalSd	NA	TA	TA	CBlock	Gd	TA	Gd	ALQ	Unf	GasA	Ex	Y	SBrkr	TA	Typ	TA	Attchd	RFn	TA	TA	Y	WD	Normal
2	68.000000	11250.0	162.0	486.0	0.0	434.0	920.0	920.0	866.0	1786.0	1.0	0.0	2.0	1.0	3.0	1.0	6.0	1.0	2.0	608.0	0.0	42.0	0.0	0.0	0.0	9.0	223500.0	23.0	22.0	23.0	16.0	2-STORY 1946 & NEWER	RL	IR1	Lvl	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	Good	Average	Gable	CompShg	VinylSd	VinylSd	BrkFace	Gd	TA	PConc	Gd	TA	Mn	GLQ	Unf	GasA	Ex	Y	SBrkr	Gd	Typ	TA	Attchd	RFn	TA	TA	Y	WD	Normal
3	60.000000	9550.0	0.0	216.0	0.0	540.0	756.0	961.0	756.0	1717.0	1.0	0.0	1.0	0.0	3.0	1.0	7.0	1.0	3.0	642.0	0.0	35.0	272.0	0.0	0.0	2.0	140000.0	109.0	54.0	26.0	18.0	2-STORY 1945 & OLDER	RL	IR1	Lvl	Corner	Gtl	Crawfor	Norm	Norm	1Fam	2Story	Good	Average	Gable	CompShg	Wd Sdng	Wd Shng	NA	TA	TA	BrkTil	TA	Gd	No	ALQ	Unf	GasA	Gd	Y	SBrkr	Gd	Typ	Gd	Detchd	Unf	TA	TA	Y	WD	Abnorml
4	84.000000	14260.0	350.0	655.0	0.0	490.0	1145.0	1145.0	1053.0	2198.0	1.0	0.0	2.0	1.0	4.0	1.0	9.0	1.0	3.0	836.0	192.0	84.0	0.0	0.0	0.0	12.0	250000.0	24.0	24.0	24.0	16.0	2-STORY 1946 & NEWER	RL	IR1	Lvl	FR2	Gtl	NoRidge	Norm	Norm	1Fam	2Story	Very Good	Average	Gable	CompShg	VinylSd	VinylSd	BrkFace	Gd	TA	PConc	Gd	TA	Av	GLQ	Unf	GasA	Ex	Y	SBrkr	Gd	Typ	TA	Attchd	RFn	TA	TA	Y	WD	Normal
5	85.000000	14115.0	0.0	732.0	0.0	64.0	796.0	796.0	566.0	1362.0	1.0	0.0	1.0	1.0	1.0	1.0	5.0	0.0	2.0	480.0	40.0	30.0	0.0	320.0	700.0	10.0	143000.0	31.0	29.0	31.0	15.0	1-1/2 STORY FINISHED ALL AGES	RL	IR1	Lvl	Inside	Gtl	Mitchel	Norm	Norm	1Fam	1.5Fin	Average	Average	Gable	CompShg	VinylSd	VinylSd	NA	TA	TA	Wood	Gd	TA	No	GLQ	Unf	GasA	Ex	Y	SBrkr	TA	Typ	NA	Attchd	Unf	TA	TA	Y	WD	Normal
6	75.000000	10084.0	186.0	1369.0	0.0	317.0	1686.0	1694.0	0.0	1694.0	1.0	0.0	2.0	0.0	3.0	1.0	7.0	1.0	2.0	636.0	255.0	57.0	0.0	0.0	0.0	8.0	307000.0	20.0	19.0	20.0	17.0	1-STORY 1946 & NEWER ALL STYLES	RL	Reg	Lvl	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	Very Good	Average	Gable	CompShg	VinylSd	VinylSd	Stone	Gd	TA	PConc	Ex	TA	Av	GLQ	Unf	GasA	Ex	Y	SBrkr	Gd	Typ	Gd	Attchd	RFn	TA	TA	Y	WD	Normal
7	70.049958	10382.0	240.0	859.0	32.0	216.0	1107.0	1107.0	983.0	2090.0	1.0	0.0	2.0	1.0	3.0	1.0	7.0	2.0	2.0	484.0	235.0	204.0	228.0	0.0	350.0	11.0	200000.0	51.0	51.0	51.0	15.0	2-STORY 1946 & NEWER	RL	IR1	Lvl	Corner	Gtl	NWAmes	PosN	Norm	1Fam	2Story	Good	Above Average	Gable	CompShg	HdBoard	HdBoard	Stone	TA	TA	CBlock	Gd	TA	Mn	ALQ	BLQ	GasA	Ex	Y	SBrkr	TA	Typ	TA	Attchd	RFn	TA	TA	Y	WD	Normal
8	51.000000	6120.0	0.0	0.0	0.0	952.0	952.0	1022.0	752.0	1774.0	0.0	0.0	2.0	0.0	2.0	2.0	8.0	2.0	2.0	468.0	90.0	0.0	205.0	0.0	0.0	4.0	129900.0	93.0	74.0	93.0	16.0	1-1/2 STORY FINISHED ALL AGES	RM	Reg	Lvl	Inside	Gtl	OldTown	Artery	Norm	1Fam	1.5Fin	Good	Average	Gable	CompShg	BrkFace	Wd Shng	NA	TA	TA	BrkTil	TA	TA	No	Unf	Unf	GasA	Gd	Y	FuseF	TA	Min1	TA	Detchd	Unf	Fa	TA	Y	WD	Abnorml
9	50.000000	7420.0	0.0	851.0	0.0	140.0	991.0	1077.0	0.0	1077.0	1.0	0.0	1.0	0.0	2.0	2.0	5.0	2.0	1.0	205.0	0.0	4.0	0.0	0.0	0.0	1.0	118000.0	85.0	74.0	85.0	16.0	2 FAMILY CONVERSION - ALL STYLES AND AGES	RL	Reg	Lvl	Corner	Gtl	BrkSide	Artery	Artery	2fmCon	1.5Unf	Average	Above Average	Gable	CompShg	MetalSd	MetalSd	NA	TA	TA	BrkTil	TA	TA	No	GLQ	Unf	GasA	Ex	Y	SBrkr	TA	Typ	TA	Attchd	RFn	Gd	TA	Y	WD	Normal

	LotFrontage	LotArea	MasVnrArea	BsmtFinSF1	BsmtFinSF2	BsmtUnfSF	TotalBsmtSF	1stFlrSF	2ndFlrSF	GrLivArea	BsmtFullBath	FullBath	HalfBath	BedroomAbvGr	KitchenAbvGr	TotRmsAbvGrd	Fireplaces	GarageCars	GarageArea	WoodDeckSF	OpenPorchSF	EnclosedPorch	MoSold	SalePrice	YearBuilt_Age	YearRemodAdd_Age	GarageYrBlt_Age	YrSold_Age	MSSubClass	MSZoning	LotShape	LandContour	LotConfig	LandSlope	Neighborhood	Condition1	Condition2	BldgType	HouseStyle	OverallQual	OverallCond	RoofStyle	RoofMatl	Exterior1st	Exterior2nd	MasVnrType	ExterQual	ExterCond	Foundation	BsmtQual	BsmtCond	BsmtExposure	BsmtFinType1	BsmtFinType2	Heating	HeatingQC	CentralAir	Electrical	KitchenQual	Functional	FireplaceQu	GarageType	GarageFinish	GarageQual	GarageCond	PavedDrive	SaleType	SaleCondition
1449	21.0	1533.0	0.0	553.0	0.0	77.0	630.0	630.0	0.0	630.0	1.0	1.0	0.0	1.0	1.0	3.0	0.0	0.0	0.0	0.0	0.0	0.0	8.0	92000.0	54.0	54.0	45.493836	18.0	PUD - MULTILEVEL - INCL SPLIT LEV/FOYER	RM	Reg	Lvl	Inside	Gtl	MeadowV	Norm	Norm	Twnhs	SFoyer	Average	Good	Gable	CompShg	CemntBd	CmentBd	NA	TA	TA	CBlock	Gd	TA	Av	GLQ	Unf	GasA	Ex	Y	SBrkr	Ex	Typ	NA	NA	NA	NA	NA	Y	WD	Abnorml
1450	60.0	9000.0	0.0	0.0	0.0	896.0	896.0	896.0	896.0	1792.0	0.0	2.0	2.0	4.0	2.0	8.0	0.0	0.0	0.0	32.0	45.0	0.0	9.0	136000.0	50.0	50.0	45.493836	15.0	DUPLEX - ALL STYLES AND AGES	RL	Reg	Lvl	FR2	Gtl	NAmes	Norm	Norm	Duplex	2Story	Average	Average	Gable	CompShg	VinylSd	VinylSd	NA	TA	TA	CBlock	Gd	TA	No	Unf	Unf	GasA	TA	Y	SBrkr	TA	Typ	NA	NA	NA	NA	NA	Y	WD	Normal
1451	78.0	9262.0	194.0	0.0	0.0	1573.0	1573.0	1578.0	0.0	1578.0	0.0	2.0	0.0	3.0	1.0	7.0	1.0	3.0	840.0	0.0	36.0	0.0	5.0	287090.0	16.0	15.0	16.000000	15.0	1-STORY 1946 & NEWER ALL STYLES	RL	Reg	Lvl	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	Very Good	Average	Gable	CompShg	CemntBd	CmentBd	Stone	Gd	TA	PConc	Gd	TA	No	Unf	Unf	GasA	Ex	Y	SBrkr	Ex	Typ	Gd	Attchd	Fin	TA	TA	Y	New	Partial
1452	35.0	3675.0	80.0	547.0	0.0	0.0	547.0	1072.0	0.0	1072.0	1.0	1.0	0.0	2.0	1.0	5.0	0.0	2.0	525.0	0.0	28.0	0.0	5.0	145000.0	19.0	19.0	19.000000	18.0	PUD - MULTILEVEL - INCL SPLIT LEV/FOYER	RM	Reg	Lvl	Inside	Gtl	Edwards	Norm	Norm	TwnhsE	SLvl	Average	Average	Gable	CompShg	VinylSd	VinylSd	BrkFace	TA	TA	PConc	Gd	TA	Gd	GLQ	Unf	GasA	Gd	Y	SBrkr	TA	Typ	NA	Basment	Fin	TA	TA	Y	WD	Normal
1453	90.0	17217.0	0.0	0.0	0.0	1140.0	1140.0	1140.0	0.0	1140.0	0.0	1.0	0.0	3.0	1.0	6.0	0.0	0.0	0.0	36.0	56.0	0.0	7.0	84500.0	18.0	18.0	45.493836	18.0	1-STORY 1946 & NEWER ALL STYLES	RL	Reg	Lvl	Inside	Gtl	Mitchel	Norm	Norm	1Fam	1Story	Average	Average	Gable	CompShg	VinylSd	VinylSd	NA	TA	TA	PConc	Gd	TA	No	Unf	Unf	GasA	Ex	Y	SBrkr	TA	Typ	NA	NA	NA	NA	NA	Y	WD	Abnorml
1454	62.0	7500.0	0.0	410.0	0.0	811.0	1221.0	1221.0	0.0	1221.0	1.0	2.0	0.0	2.0	1.0	6.0	0.0	2.0	400.0	0.0	113.0	0.0	10.0	185000.0	20.0	19.0	20.000000	15.0	1-STORY 1946 & NEWER ALL STYLES	FV	Reg	Lvl	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	Good	Average	Gable	CompShg	VinylSd	VinylSd	NA	Gd	TA	PConc	Gd	TA	No	GLQ	Unf	GasA	Ex	Y	SBrkr	Gd	Typ	NA	Attchd	RFn	TA	TA	Y	WD	Normal
1455	62.0	7917.0	0.0	0.0	0.0	953.0	953.0	953.0	694.0	1647.0	0.0	2.0	1.0	3.0	1.0	7.0	1.0	2.0	460.0	0.0	40.0	0.0	8.0	175000.0	25.0	24.0	25.000000	17.0	2-STORY 1946 & NEWER	RL	Reg	Lvl	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	Above Average	Average	Gable	CompShg	VinylSd	VinylSd	NA	TA	TA	PConc	Gd	TA	No	Unf	Unf	GasA	Ex	Y	SBrkr	TA	Typ	TA	Attchd	RFn	TA	TA	Y	WD	Normal
1456	85.0	13175.0	119.0	790.0	163.0	589.0	1542.0	2073.0	0.0	2073.0	1.0	2.0	0.0	3.0	1.0	7.0	2.0	2.0	500.0	349.0	0.0	0.0	2.0	210000.0	46.0	36.0	46.000000	14.0	1-STORY 1946 & NEWER ALL STYLES	RL	Reg	Lvl	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	Above Average	Above Average	Gable	CompShg	Plywood	Plywood	Stone	TA	TA	CBlock	Gd	TA	No	ALQ	Rec	GasA	TA	Y	SBrkr	TA	Min1	TA	Attchd	Unf	TA	TA	Y	WD	Normal
1458	68.0	9717.0	0.0	49.0	1029.0	0.0	1078.0	1078.0	0.0	1078.0	1.0	1.0	0.0	2.0	1.0	5.0	0.0	1.0	240.0	366.0	0.0	112.0	4.0	142125.0	74.0	28.0	74.000000	14.0	1-STORY 1946 & NEWER ALL STYLES	RL	Reg	Lvl	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	Average	Above Average	Hip	CompShg	MetalSd	MetalSd	NA	TA	TA	CBlock	TA	TA	Mn	GLQ	Rec	GasA	Gd	Y	FuseA	Gd	Typ	NA	Attchd	Unf	TA	TA	Y	WD	Normal
1459	75.0	9937.0	0.0	830.0	290.0	136.0	1256.0	1256.0	0.0	1256.0	1.0	1.0	1.0	3.0	1.0	6.0	0.0	1.0	276.0	736.0	68.0	0.0	6.0	147500.0	59.0	59.0	59.000000	16.0	1-STORY 1946 & NEWER ALL STYLES	RL	Reg	Lvl	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	Average	Above Average	Gable	CompShg	HdBoard	HdBoard	NA	Gd	TA	CBlock	TA	TA	No	BLQ	LwQ	GasA	Gd	Y	SBrkr	TA	Typ	NA	Attchd	Fin	TA	TA	Y	WD	Normal

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)